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2026-07-16

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[2026-07-16 08:10:00] Sam Willis: Happy morning handsome. How are you?
[2026-07-16 08:16:00] Sam Willis: <no text>
[2026-07-16 08:17:00] Sam Willis: Turns out milk is good for you before bed. I KNEW i was onto something with my chocolate milk every night!
[2026-07-16 08:30:00] Dave: Audio Message.caf Transcription: Good morning sunshine I am doing pretty well. I slept great. Feel pretty good, but I have a definite caffeine deficiency right now so I'm headed up to the store real quick to get an energy drink or two Yeah, God feels good to be back home in bed with Barry boy I slept so good lol How about you to sleep good I bet you hope you did with your Free milk, bed, milk, whatever milk before bed Yeah I don't know how I feel about milk in general The chocolate part is probably not the best thing for you before bed, but I mean you know people have been drinking milk for forever and it definitely does have protein and stuff whatever but like It is also the breast milk of an animal that is not The one that Humans so that means you drink like breastmilk Do you want some of that cow breast milk OK? And it's four Animals that grow like they're like one way more bigger than we are and do they grow so much faster differently More tolerant it's not really for us, but whatever that's an argument for another day. I actually don't hear that much. There is like a There was Go diet a couple long time ago doing CrossFit I think and it stands for gallon of milk a day People that are bodybuilding, but like if you want to gain weight a gallon of milk, I'll do it for you The macros come out to a whole bunch of protein stuff Anyway What you got going on today? Plans for free birthday
[2026-07-16 09:29:00] Sam Willis: I’ve decided I hate my nipples
[2026-07-16 09:29:00] Dave: Lmao
[2026-07-16 09:30:00] Sam Willis: They’re always showing. Like they need to just chill. Can’t a girl wear a shirt or swimsuit without them being on alert. Christ.
[2026-07-16 09:30:00] Dave: Uhhh that’s a feature not a bug baby
[2026-07-16 09:31:00] Dave: You have great nipples
[2026-07-16 09:31:00] Sam Willis: I don’t see other women’s nips all the time!! Just poking out
[2026-07-16 09:32:00] Sam Willis: Thank you love.
[2026-07-16 09:33:00] Sam Willis: About to get me a Red Bull. Tis a good day!
[2026-07-16 09:33:00] Sam Willis: Anyway, today is a lazy pool day. Yay!!
[2026-07-16 09:33:00] Dave: Right! Those are the broken ones
[2026-07-16 09:33:00] Sam Willis: Also. I think you’re wrong about milk. Tis delish. We eat all the other stuff from a cow; why not milk!!
[2026-07-16 09:33:00] Sam Willis: Oh also. Are you still taking today and tomorrow off work?
[2026-07-16 09:33:00] Dave: Right! Those are the broken ones
[2026-07-16 09:33:00] Sam Willis: We just had some pancakes, bacon, and hash browns.
[2026-07-16 09:34:00] Dave: I’m like, 20 orders behind 😅
[2026-07-16 09:34:00] Dave: I’m like, 20 orders behind 😅
[2026-07-16 09:35:00] Dave: So that’s what I’m doing today lol
[2026-07-16 09:35:00] Dave: So that’s what I’m doing today lol
[2026-07-16 09:41:00] Sam Willis: Ok but like did you legit take a day off or are you “working”
[2026-07-16 09:42:00] Dave: Im taking pto from Charles Schwab
[2026-07-16 09:42:00] Dave: But I’m working on my stuff
[2026-07-16 09:46:00] Sam Willis: For what?!?
[2026-07-16 09:46:00] Dave: Well, thanks a lot
[2026-07-16 09:46:00] Dave: Now all I can think about is your nipples
[2026-07-16 09:46:00] Sam Willis: You’re welcome!!
[2026-07-16 09:46:00] Sam Willis: Hahahaha
[2026-07-16 09:46:00] Dave: 😘🤪
[2026-07-16 09:46:00] Sam Willis: Oh
[2026-07-16 09:47:00] Dave: Some part of you is pretty much all I think about anyway 🤭
[2026-07-16 09:48:00] Sam Willis: Awwww you’re the best
[2026-07-16 10:34:00] Sam Willis: One of the houses I like has a framed picture of The Dude in one of the rooms. SOLD lol
[2026-07-16 10:34:00] Sam Willis: <no text>
[2026-07-16 11:01:00] Dave: That’s awesome
[2026-07-16 11:01:00] Dave: Sale contingent on the seller leaving the The Dude painting
[2026-07-16 11:06:00] Sam Willis: You’re putting in the work!
[2026-07-16 11:06:00] Sam Willis: Whoa!!!
[2026-07-16 11:07:00] Dave: Yeah and that’s not even all. I’ve got all 3 printers going on more
[2026-07-16 11:07:00] Dave: Luckily I’d started them before I left
[2026-07-16 13:00:00] Sam Willis: So all this to say. I’ll have to put in a contingent offer on the condition that my house sells 😭😭
[2026-07-16 13:00:00] Sam Willis: So I can make the down payment 😭😭
[2026-07-16 13:00:00] Sam Willis: Ugh. I’m frustrated. 1. I locked myself out of my damn online banking and I called them and they said I have to wait 24 hrs to reset my password again. What in the actual fuck. 2. Called Schwab retirement and the max 401k loan per the IRS is only $50,000 😭😭
[2026-07-16 13:04:00] Sam Willis: Also. Words cannot adequately express how much of a pain it is to put back on a soaking wet swimsuit. That is all
[2026-07-16 13:08:00] Sam Willis: But exciting news! My sister wasn’t going to be able to make it here and now she is! And today is her bday!
[2026-07-16 13:25:00] Sam Willis: https://www.instagram.com/gwenleveymusic/reel/DatYVlaqwQ3/ Gwen Levey🌙 on Instagram 6,992 likes, 2,781 comments: "Literally one moment down the manosphere...
[2026-07-16 13:25:00] Sam Willis: 🤦‍♀️
[2026-07-16 13:47:00] Dave: Omg that’s awesome!!
[2026-07-16 13:47:00] Dave: Omg that’s awesome!!
[2026-07-16 13:48:00] Dave: …or sell your house first
[2026-07-16 13:48:00] Dave: …or sell your house first
[2026-07-16 13:49:00] Dave: Lmao… bro just shut up
[2026-07-16 13:49:00] Dave: Lmao… bro just shut up
[2026-07-16 13:51:00] Dave: But yeah, agree.. it’s the worst
[2026-07-16 13:51:00] Dave: What have you been up to today? Why did you take your swimsuit off and back on already?
[2026-07-16 13:52:00] Sam Willis: Swimming/laying out all day basically And so I can pee!
[2026-07-16 13:52:00] Sam Willis: Swimming/laying out all day basically And so I can pee!
[2026-07-16 13:53:00] Dave: Also…. Mmmmm 🤤😏
[2026-07-16 13:53:00] Dave: Also…. Mmmmm 🤤😏
[2026-07-16 13:54:00] Sam Willis: How’s your day going?
[2026-07-16 13:55:00] Dave: Pretty good. Just been working on some odds and ends
[2026-07-16 14:13:00] Sam Willis: I better be getting a tan dangit. It’s been pretty cloudy off and on though
[2026-07-16 14:17:00] Dave: Are you using sunscreen so you don’t burn? Or just rawdawging it?
[2026-07-16 14:18:00] Sam Willis: <no text>
[2026-07-16 14:18:00] Sam Willis: Watered down Gatorade with very little alcohol
[2026-07-16 14:18:00] Sam Willis: Drinking these
[2026-07-16 14:18:00] Sam Willis: Not at all impressed
[2026-07-16 14:18:00] Dave: My legs are always the last thing to tan
[2026-07-16 14:18:00] Sam Willis: Sunscreen on my face, chest, arms, and back. Raw dawging the legs and feet
[2026-07-16 14:19:00] Dave: Anything I’ve ever had from a can has been pretty unimpressive though tbh
[2026-07-16 14:19:00] Dave: That’s a bummer
[2026-07-16 14:19:00] Dave: Just get Gatorade and add your own vodka lol
[2026-07-16 14:19:00] Sam Willis: I know! But…electrolytes?? lol
[2026-07-16 14:55:00] Dave: Ugh… I’m doing plumbing 🙄
[2026-07-16 14:58:00] Sam Willis: Clogged?
[2026-07-16 14:59:00] Dave: Yeah
[2026-07-16 15:00:00] Dave: It has been slow for a while. I figured it just needed hair and toothpaste and shit cleaned out of it, which it did. But it’s still clogged past all the pipes under the sink 🙄🙄🙄
[2026-07-16 15:01:00] Sam Willis: Booooo
[2026-07-16 15:03:00] Sam Willis: Getting a burnnnn
[2026-07-16 15:14:00] Sam Willis: Omg look at my leg freckles poppin
[2026-07-16 15:17:00] Dave: You better take a break lol
[2026-07-16 15:17:00] Sam Willis: <no text>
[2026-07-16 15:18:00] Dave: We’ll see how you feel tomorrow when you’re on fire!
[2026-07-16 15:18:00] Dave: Got the drain fixed finally
[2026-07-16 15:19:00] Dave: Had to take the whole thing apart again and run the snek
[2026-07-16 15:22:00] Sam Willis: I love/hate that nastiness
[2026-07-16 15:22:00] Dave: Yeah
[2026-07-16 15:22:00] Sam Willis: Ewwwwww
[2026-07-16 15:22:00] Sam Willis: What came out of it??
[2026-07-16 15:22:00] Dave: Just a bunch of gray gunk
[2026-07-16 15:23:00] Dave: You would have loved the other pipes… they were only like half of their full inner diameter because of all the buildup 😬
[2026-07-16 15:24:00] Sam Willis: Broooooooo
[2026-07-16 16:45:00] Sam Willis: <no text>
[2026-07-16 16:46:00] Dave: That’s the best!
[2026-07-16 16:48:00] Sam Willis: Look at this flip! lol
[2026-07-16 16:49:00] Dave: Be careful 🙄
[2026-07-16 16:49:00] Dave: Hehehe
[2026-07-16 16:50:00] Sam Willis: Bitch she’s 3!!!!
[2026-07-16 16:51:00] Dave: 🙄
[2026-07-16 16:51:00] Dave: It’s water bro…
[2026-07-16 17:12:00] Dave: You see this yesterday?
[2026-07-16 17:12:00] Dave: https://www.youtube.com/watch?v=uTGZVKNviXI Armed Felon Makes the Worst Choice of His Life TIPS: Submit a tip: https://midwest.clickup.com/forms/9006119175/p...
[2026-07-16 17:14:00] Sam Willis: Hmph
[2026-07-16 17:15:00] Sam Willis: Yes. I would be a helicopter mom. I know.
[2026-07-16 17:15:00] Dave: Oh you’re still on that
[2026-07-16 17:16:00] Dave: You’d be a great mom
[2026-07-16 17:16:00] Dave: Heh… you HAVE been a great mom
[2026-07-16 17:17:00] Dave: Oh please
[2026-07-16 17:17:00] Dave: Molly and Zander??
[2026-07-16 17:17:00] Sam Willis: Nah
[2026-07-16 17:18:00] Sam Willis: That was not the same as raising a child
[2026-07-16 17:35:00] Sam Willis: I can’t believe I’m gonna be 38. Holy
[2026-07-16 17:36:00] Dave: Right?!
[2026-07-16 17:37:00] Dave: You’re lucky. you’re a pretty young 38 😉
[2026-07-16 17:37:00] Dave: It
[2026-07-16 17:52:00] Dave: And you today is your sisters bday?
[2026-07-16 17:52:00] Dave: What are y’all doing tomorrow?
[2026-07-16 17:54:00] Sam Willis: What are YOU doing tomorrow!
[2026-07-16 17:54:00] Sam Willis: Going to see my grandpa. Effingham Jam. Swimming. That’s probs it
[2026-07-16 17:54:00] Sam Willis: Going to see my grandpa. Effingham Jam. Swimming. That’s probs it
[2026-07-16 18:04:00] Sam Willis: I need to sober up bc I’m supposed to send my realtor addresses tonight and 😅
[2026-07-16 18:19:00] Dave: lol! Are you pretty drunk?
[2026-07-16 18:31:00] Sam Willis: Just happy tipsy
[2026-07-16 18:31:00] Sam Willis: My mom has some gummies that maybe I should try tomorrow or something
[2026-07-16 18:32:00] Dave: Hehehe
[2026-07-16 18:32:00] Dave: Oh!
[2026-07-16 18:32:00] Dave: Does your mother not have a problem with y’all drinking?? Being an alcoholic herself?
[2026-07-16 18:39:00] Dave: What?!
[2026-07-16 18:39:00] Sam Willis: Oh she drinks too 😅
[2026-07-16 18:40:00] Dave: Does she drink daily?
[2026-07-16 18:40:00] Sam Willis: Her only thing is not having vodka. Vodka is where she gets hooked
[2026-07-16 18:41:00] Dave: Because she like, went to rehab or did AA or something right?
[2026-07-16 18:48:00] Sam Willis: No not daily. She went to rehab once. Maybe twice. It was like 15 yrs ago though
[2026-07-16 18:48:00] Dave: Oh ok
[2026-07-16 18:49:00] Dave: But she still smokes?
[2026-07-16 19:03:00] Sam Willis: Yes. Ugh. God. She started that when she was 56
[2026-07-16 19:11:00] Dave: Meh
[2026-07-16 19:11:00] Dave: Sometimes
[2026-07-16 19:11:00] Sam Willis: I forget. Do you like bourbon?
[2026-07-16 19:12:00] Dave: I like an Old Fashion
[2026-07-16 19:12:00] Dave: The classic cocktail
[2026-07-16 19:53:00] Sam Willis: We’ve been singing karaoke 😅🥳
[2026-07-16 19:53:00] Dave: That sounds hilarious
[2026-07-16 19:54:00] Dave: And actually very endearing 🥰
[2026-07-16 19:54:00] Sam Willis: Oh it’s not good. But we don’t gaf. I’m sure the neighbors are like fml
[2026-07-16 19:59:00] Dave: Yessssssss!!
[2026-07-16 20:30:00] Dave: Well there’s no one better to be on the case!!
[2026-07-16 20:30:00] Sam Willis: There’s a missing dog in the neighborhood 😭
[2026-07-16 20:30:00] Dave: Get out there!!
[2026-07-16 20:30:00] Sam Willis: I just took my dad’s golf cart out and didn’t see it. But I was definitely driving under the influence 😅
[2026-07-16 20:31:00] Dave: Go get that puppy
[2026-07-16 20:31:00] Sam Willis: “Auntie Sam is coming, puppy!”
[2026-07-16 20:31:00] Dave: 🤣🤣🤣
[2026-07-16 20:31:00] Sam Willis: I was flooring it. A whole 15mph 🤣
[2026-07-16 20:31:00] Dave: I love that you’re having a good time!!
[2026-07-16 20:31:00] Dave: Yes!!
[2026-07-16 20:32:00] Dave: I’m watching The Mummy on hbomax and it’s scary af lol
[2026-07-16 20:35:00] Sam Willis: <no text>
[2026-07-16 20:36:00] Dave: Oh my god!
[2026-07-16 20:36:00] Dave: LOVE LOVE LOVE
[2026-07-16 20:43:00] Dave: And you look amazing, as usual
[2026-07-16 20:43:00] Sam Willis: Miss you. Wish you could be here 😢
[2026-07-16 20:43:00] Dave: That would be amazing
[2026-07-16 20:45:00] Sam Willis: I’m a fat cow lol but thank you love
[2026-07-16 21:12:00] Dave: No it’s a new one
[2026-07-16 21:12:00] Sam Willis: Like the old school mummy? The movie?
[2026-07-16 21:12:00] Sam Willis: Like the old school mummy? The movie?
[2026-07-16 21:13:00] Dave: Over the top horror tropes
[2026-07-16 21:13:00] Dave: And pretty gross too
[2026-07-16 21:17:00] Sam Willis: Oh hell no
[2026-07-16 21:31:00] Dave: Yeah, not for you for sure lol
[2026-07-16 21:48:00] Sam Willis: A still drunk woman. But a new one.
[2026-07-16 21:48:00] Sam Willis: I took a shower and feel like a new woman
[2026-07-16 21:53:00] Dave: Fun day?
[2026-07-16 21:53:00] Dave: The flying alone look
[2026-07-16 21:53:00] Dave: I bet you’re beat though huh?
[2026-07-16 21:54:00] Sam Willis: Yes. The family is watching the last episode of Worst Neighbor Ever
[2026-07-16 21:54:00] Sam Willis: I want a snack. Hehe
[2026-07-16 21:54:00] Sam Willis: I slept like shit last night and tonight my sister is sleeping in bed with me
[2026-07-16 21:54:00] Sam Willis: So I’m still drinking. So I can pass out lol
[2026-07-16 21:54:00] Dave: I mean I guess that was yesterday but still
[2026-07-16 21:54:00] Sam Willis: In a queen bed. Oh god
[2026-07-16 21:56:00] Dave: That’s a solid plan
[2026-07-16 21:56:00] Dave: Don’t get so drunk you pee the bed 🤭
[2026-07-16 21:56:00] Dave: lol
[2026-07-16 21:56:00] Sam Willis: Omg don’t you say that!
[2026-07-16 21:57:00] Sam Willis: My mom made chocolate chip cookies soooo I’ve had way too many
[2026-07-16 21:57:00] Sam Willis: And tomorrow they’re getting me a birthday cake. Hehe. A cookie one 😅
[2026-07-16 21:59:00] Sam Willis: 😭
[2026-07-16 21:59:00] Sam Willis: Yassss!!!
[2026-07-16 21:59:00] Sam Willis: And I miss you so much
[2026-07-16 21:59:00] Dave: You enjoy it baby!
[2026-07-16 21:59:00] Dave: It’s your birthday month
[2026-07-16 22:00:00] Sam Willis: I dunno why. But when I’m at my parents, I envision us being together even more than I normally do. Like legit together.
[2026-07-16 22:00:00] Sam Willis: I guess bc I feel like you’d like my family.
[2026-07-16 22:00:00] Sam Willis: 😭
[2026-07-16 22:02:00] Dave: It would be so fun
[2026-07-16 22:02:00] Dave: I get that feeling too
[2026-07-16 22:03:00] Dave: I love you sweetie pie
[2026-07-16 22:04:00] Sam Willis: I love you too
[2026-07-16 22:07:00] Dave: I’m heading to bed btw
[2026-07-16 22:08:00] Sam Willis: Good night baby I love you!
[2026-07-16 22:08:00] Dave: Which is pretty much where I already was 🤭
[2026-07-16 22:09:00] Sam Willis: Tty tomorrow!
[2026-07-16 22:27:00] Dave: Nite nite baby 😘

(missing Obey)

(missing Odyssey)

(missing Pulse)

DAY OVERVIEW Thursday began with playful banter about milk and sleep, shifted to flirtation and teasing about nipples and shopping, then settled into a relaxed, content evening. The most defining moment was Sam's emotional reflection on her upcoming birthday, reminiscing about their connection and missing Dave at her family gathering.

TOPIC INVENTORY 1. Milk and Sleep - Key points: Sam discusses milk before bed, Dave nods to the protein content but is grossed out by the source. - Emotional register: Playful, slightly grossed out. - Notable quotes: "Turns out milk is good for you before bed."

  1. Birthday and Sister
  2. Key points: Sam's excitement for her sister's birthday, plans for a cookie cake.
  3. Emotional register: Happy, nostalgic.
  4. Notable quotes: "And tomorrow they're getting me a birthday cake. A cookie one."

  5. Pool Day and Sunscreen

  6. Key points: Sam's lazy pool day, her choice to "raw dawg" her legs.
  7. Emotional register: Relaxed, slightly flirty.
  8. Notable quotes: "Tis a good day! Lazy pool day. Yay!!"

  9. Plumbing and Repairs

  10. Key points: Dave's plumbing issues, the challenge of fixing it.
  11. Emotional register: Frustrated, determined.
  12. Notable quotes: "Ugh... I'm doing plumbing."

  13. Neighborhood Missing Dog

  14. Key points: Sam's search for a missing dog in the neighborhood.
  15. Emotional register: Concerned, playful.
  16. Notable quotes: "Auntie Sam is coming, puppy!"

  17. Movie Recommendation

  18. Key points: Dave recommends "The Mummy" on HBO Max.
  19. Emotional register: Exuberant, teasing.
  20. Notable quotes: "I love that you're having a good time!"

  21. Family and Memories

  22. Key points: Sam's longing for Dave's presence at her family gathering.
  23. Emotional register: Wistful, tender.
  24. Notable quotes: "I envision us being together even more than I normally do."

SEXUAL & PHYSICAL CONTENT - Sam jokes about nipples, Dave teases back, "Uhhh that’s a feature not a bug baby." - Dave later says, "Some part of you is pretty much all I think about anyway," initiating a sexual mood. - No explicit sexual acts or fantasies were discussed.

EMOTIONAL DYNAMICS - Dave leads the playful banter, Sam responds with wit and vulnerability. - Sam's longing for Dave's presence at her family gathering shows emotional dependence. - Power-dynamic moment: Dave's teasing about nipples, Sam's playful pushback.

MEMORABLE LANGUAGE - "Turns out milk is good for you before bed." — Sam, teasing - "Uhhh that’s a feature not a bug baby." — Dave, teasing - "Look at this flip!" — Sam, playful - "Auntie Sam is coming, puppy!" — Sam, playful - "I love that you’re having a good time!" — Dave, affectionate - "I miss you so much" — Sam, emotional - "It would be so fun" — Dave, wistful - "I love you sweetie pie" — Dave, tender

CONTINUITY HOOKS - Sam's birthday and her sister's visit leave an open emotional thread. - Dave's movie recommendation might spark future conversations. - The unfinished plumbing repair could resurface.

MOOD MAP playful banter → relaxed pool day → flirty teasing → tender longing → playful evening → wistful reflection

Daily briefing

Messages were split almost evenly. Most frequent detected signals: Status update, Humor.

Partial analysis

Message activity below is available, but complete signal-analysis coverage is not established for this day.

  • Messages exchanged

    207

    66.7 more; previous daily average 140.3 (7 usable days out of the previous 7).

  • Conversation sessions

    31

    8.9 more; previous daily average 22.1 (7 usable days out of the previous 7).

How you connected

Measure Dave Sam Willis
Messages sent 109 · 53% 98 · 47%
Average reply time 4m 4s (n=55) 4m 6s (n=53)
Conversation starts 0 of 1 · 0% 1 of 1 · 100%
Reply comparisons and metric definitions

Replies measure the gap when the sender changes; gaps of an hour or more are excluded. They do not measure time since a message was read.

  • Dave replying to Sam Willis: 4m 4s (n=55). 11% longer; pooled historical mean 3m 39s (7 usable days out of the previous 7; 228 historical observations).
  • Sam Willis replying to Dave: 4m 6s (n=53). 17% longer; pooled historical mean 3m 30s (7 usable days out of the previous 7; 221 historical observations).

Starts count the first message of the day and messages after a long gap. Sessions split after a short gap or an explicit conversation change; single messages also count as sessions.

Session gap: 5 minutes. Start gap: 2.0 hours.

Dave's initiation share: 0.0%; 70.0 percentage points lower than the pooled historical share 70.0% (7 usable days out of the previous 7; 10 historical opportunities).

Average session duration: 5m 2s, counting only sessions with multiple messages.

Messages in multi-message sessions: 96.6%. This is the former ‘High Velocity’ metric; it is a grouping measure, not a reply-speed score.

Notable changes

  • Message volume: 48% higher than the previous daily average of 140.3 (7 usable days out of the previous 7).
Conversation rhythm

Recorded messages per actual hourly interval, in America/Chicago.

00:000
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03:000
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05:000
06:000
07:000
08:004
09:0030
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11:006
12:000
13:0021
14:0015
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16:008
17:0020
18:0015
19:0011
20:0018
21:0029
22:0012
23:000

Source coverage limitation: cache rows establish observed daily activity, not completeness of source import. Empty intervals mean no recorded messages in the available rows, not proven silence outside them.

Signals in your messages

Share of all 207 messages with each qualifying signal. Labels can overlap, so these percentages are not additive.

Status update64 · 31%
Humor28 · 14%
Affection25 · 12%
Frustration23 · 11%
Checking in13 · 6%

All other signals

Excitement11 · 5%
Flirting6 · 3%
Sexting5 · 2%
Planning2 · 1%
Request1 · 0%
Unmet need1 · 0%

Most frequent signals by sender
  • Dave: Status update (37), Humor (15), Affection (14), Frustration (9), Checking in (7)
  • Sam Willis: Status update (27), Frustration (14), Humor (13), Affection (11), Vulnerability (10)

Tension and positive follow-ups

12 of 24 detected tension episodes had a positive follow-up in the same session (50%).

12 had no positive follow-up observed within that session.

These are detected signal sequences, not determinations of relationship conflict or resolution.

Follow-up timing and definitions

A tension episode is a consecutive run of qualifying tension-signaled messages. A positive follow-up must occur later in the same session.

Average time to positive follow-up: 1m 10s. Includes only episodes with an observed follow-up.

Episode evidence

Showing 3 of 24 detected episodes. A positive follow-up is a later qualifying signal, not proof of resolution.

Episode 1 · 1 tension-signaled message(s) · Frustration

  1. Context · · Sam Willis

    I’ve decided I hate my nipples

  2. Context · · Dave

    Lmao

  3. Tension signal Episode start/end · · Sam Willis

    They’re always showing. Like they need to just chill. Can’t a girl wear a shirt or swimsuit without them being on alert. Christ.

  4. Positive follow-up · · Dave

    Uhhh that’s a feature not a bug baby

  5. Context · · Dave

    You have great nipples

Episode 2 · 1 tension-signaled message(s) · Disagreement

  1. Context · · Sam Willis

    Anyway, today is a lazy pool day. Yay!!

  2. Context · · Dave

    Right! Those are the broken ones

  3. Tension signal Episode start/end · · Sam Willis

    Also. I think you’re wrong about milk. Tis delish. We eat all the other stuff from a cow; why not milk!!

  4. Context · · Sam Willis

    Oh also. Are you still taking today and tomorrow off work?

  5. Positive follow-up · · Dave

    Right! Those are the broken ones This message responded to an earlier message.

Episode 3 · 2 tension-signaled message(s) · Frustration

  1. Context · · Dave

    Right! Those are the broken ones This message responded to an earlier message.

  2. Context · · Sam Willis

    We just had some pancakes, bacon, and hash browns.

  3. Tension signal Episode start · · Dave

    I’m like, 20 orders behind 😅

  4. Tension signal Episode end · · Dave

    I’m like, 20 orders behind 😅 This message responded to an earlier message.

  5. Context · · Dave

    So that’s what I’m doing today lol

Messages with detected signals and calculation details

192 of 207 messages (92.8%) had at least one qualifying signal.

This measures detected labels, not whether every message was successfully analyzed. A message with no qualifying signal is not necessarily missing analysis.

Sender With a signal Share
Dave 102 / 109 93.6%
Sam Willis 90 / 98 91.8%

Qualifying score threshold: 0.6. Counts use unique message-label assignments. Average scores below include all scoped non-fallback assignments, including lower scores; they are model scores, not percentages of messages.

Signal Average model score
Affection 0.78
Appreciation 0.77
Checking in 0.75
Deep sharing 0.68
Disagreement 0.69
Emotional support 0.75
Encouragement 0.77
Excitement 0.82
Flirting 0.79
Frustration 0.67
Humor 0.68
Passive aggression 0.65
Planning 0.70
Request 0.70
Sexting 0.81
Status update 0.63
Unmet need 0.70
Vulnerability 0.70
  • Model: openai/gpt-4o-mini
  • Prompt: signals.v2
  • Generated: 2026-09-16 12:11:30
  • Schema: 1.4.0

Supporting messages

Each finding shows a bounded chronological preview from its exact detector associations.

Affection

Showing 3 of 25 exact detector associations; open the transcript for full text.

score 0.60 · confidence 0.7

  1. Detected signal · · Sam Willis

    Happy morning handsome. How are you?

  2. Context · · Sam Willis

    <no text>

  3. Context · · Sam Willis

    Turns out milk is good for you before bed. I KNEW i was onto something with my chocolate milk every night!

score 0.60 · confidence 0.7

  1. Context · · Dave

    Lmao

  2. Context · · Sam Willis

    They’re always showing. Like they need to just chill. Can’t a girl wear a shirt or swimsuit without them being on alert. Christ.

  3. Detected signal · · Dave

    Uhhh that’s a feature not a bug baby

  4. Context · · Dave

    You have great nipples

  5. Context · · Sam Willis

    I don’t see other women’s nips all the time!! Just poking out

score 0.85 · confidence 0.765

  1. Context · · Sam Willis

    They’re always showing. Like they need to just chill. Can’t a girl wear a shirt or swimsuit without them being on alert. Christ.

  2. Context · · Dave

    Uhhh that’s a feature not a bug baby

  3. Detected signal · · Dave

    You have great nipples

  4. Context · · Sam Willis

    I don’t see other women’s nips all the time!! Just poking out

  5. Context · · Sam Willis

    Thank you love.

Appreciation

Showing 3 of 5 exact detector associations; open the transcript for full text.

score 0.80 · confidence 0.9

  1. Context · · Dave

    But I’m working on my stuff

  2. Context · · Sam Willis

    For what?!?

  3. Detected signal · · Dave

    Well, thanks a lot

  4. Context · · Dave

    Now all I can think about is your nipples

  5. Context · · Sam Willis

    You’re welcome!!

score 0.80 · confidence 0.9

  1. Context · · Dave

    Well, thanks a lot

  2. Context · · Dave

    Now all I can think about is your nipples

  3. Detected signal · · Sam Willis

    You’re welcome!!

  4. Context · · Sam Willis

    Hahahaha

  5. Context · · Dave

    😘🤪

score 0.75 · confidence 0.68

  1. Context · · Sam Willis

    One of the houses I like has a framed picture of The Dude in one of the rooms. SOLD lol

  2. Context · · Sam Willis

    <no text>

  3. Detected signal · · Dave

    That’s awesome

  4. Context · · Dave

    Sale contingent on the seller leaving the The Dude painting

  5. Context · · Sam Willis

    You’re putting in the work!

Checking in

Showing 3 of 13 exact detector associations; open the transcript for full text.

score 0.70 · confidence 0.8

  1. Detected signal · · Sam Willis

    Happy morning handsome. How are you?

  2. Context · · Sam Willis

    <no text>

  3. Context · · Sam Willis

    Turns out milk is good for you before bed. I KNEW i was onto something with my chocolate milk every night!

score 0.70 · confidence 0.6375

  1. Context · · Sam Willis

    <no text>

  2. Context · · Sam Willis

    Turns out milk is good for you before bed. I KNEW i was onto something with my chocolate milk every night!

  3. Detected signal · · Dave

    Audio Message.caf Transcription: Good morning sunshine I am doing pretty well. I slept great. Feel pretty good, but I have a definite caffeine deficiency right now so I'm headed up to the store real quick to get an energy drink or two Yeah…

  4. Context · · Sam Willis

    I’ve decided I hate my nipples

  5. Context · · Dave

    Lmao

score 0.80 · confidence 0.9

  1. Context · · Dave

    Right! Those are the broken ones

  2. Context · · Sam Willis

    Also. I think you’re wrong about milk. Tis delish. We eat all the other stuff from a cow; why not milk!!

  3. Detected signal · · Sam Willis

    Oh also. Are you still taking today and tomorrow off work?

  4. Context · · Dave

    Right! Those are the broken ones This message responded to an earlier message.

  5. Context · · Sam Willis

    We just had some pancakes, bacon, and hash browns.

Deep sharing

Showing 1 of 1 exact detector associations; open the transcript for full text.

score 0.68 · confidence 0.595

  1. Context · · Sam Willis

    Ewwwwww

  2. Context · · Sam Willis

    What came out of it??

  3. Detected signal · · Dave

    Just a bunch of gray gunk

  4. Context · · Dave

    You would have loved the other pipes… they were only like half of their full inner diameter because of all the buildup 😬

  5. Context · · Sam Willis

    Broooooooo

Disagreement

Showing 3 of 5 exact detector associations; open the transcript for full text.

score 0.70 · confidence 0.8

  1. Context · · Sam Willis

    Anyway, today is a lazy pool day. Yay!!

  2. Context · · Dave

    Right! Those are the broken ones

  3. Detected signal · · Sam Willis

    Also. I think you’re wrong about milk. Tis delish. We eat all the other stuff from a cow; why not milk!!

  4. Context · · Sam Willis

    Oh also. Are you still taking today and tomorrow off work?

  5. Context · · Dave

    Right! Those are the broken ones This message responded to an earlier message.

score 0.73 · confidence 0.646

  1. Context · · Dave

    Omg that’s awesome!! This message responded to an earlier message.

  2. Context · · Dave

    Omg that’s awesome!!

  3. Detected signal · · Dave

    …or sell your house first

  4. Context · · Dave

    …or sell your house first This message responded to an earlier message.

  5. Context · · Dave

    Lmao… bro just shut up

score 0.70 · confidence 0.8

  1. Context · · Sam Willis

    Hmph

  2. Context · · Sam Willis

    Yes. I would be a helicopter mom. I know.

  3. Detected signal · · Dave

    Oh you’re still on that

  4. Context · · Dave

    You’d be a great mom

  5. Context · · Dave

    Heh… you HAVE been a great mom

Emotional support

Showing 3 of 3 exact detector associations; open the transcript for full text.

score 0.70 · confidence 0.8

  1. Context · · Sam Willis

    Sunscreen on my face, chest, arms, and back. Raw dawging the legs and feet

  2. Context · · Dave

    Anything I’ve ever had from a can has been pretty unimpressive though tbh

  3. Detected signal · · Dave

    That’s a bummer

  4. Context · · Dave

    Just get Gatorade and add your own vodka lol

  5. Context · · Sam Willis

    I know! But…electrolytes?? lol

score 0.75 · confidence 0.663

  1. Context · · Sam Willis

    Clogged?

  2. Context · · Dave

    Yeah

  3. Detected signal · · Dave

    It has been slow for a while. I figured it just needed hair and toothpaste and shit cleaned out of it, which it did. But it’s still clogged past all the pipes under the sink 🙄🙄🙄

  4. Context · · Sam Willis

    Booooo

  5. Context · · Sam Willis

    Getting a burnnnn

score 0.80 · confidence 0.85

  1. Context · · Sam Willis

    My mom made chocolate chip cookies soooo I’ve had way too many

  2. Context · · Sam Willis

    And tomorrow they’re getting me a birthday cake. Hehe. A cookie one 😅

  3. Detected signal · · Sam Willis

    😭

  4. Context · · Sam Willis

    Yassss!!!

  5. Context · · Sam Willis

    And I miss you so much

Encouragement

Showing 3 of 8 exact detector associations; open the transcript for full text.

score 0.70 · confidence 0.6375

  1. Context · · Dave

    That’s awesome

  2. Context · · Dave

    Sale contingent on the seller leaving the The Dude painting

  3. Detected signal · · Sam Willis

    You’re putting in the work!

  4. Context · · Sam Willis

    Whoa!!!

  5. Context · · Dave

    Yeah and that’s not even all. I’ve got all 3 printers going on more

score 0.78 · confidence 0.6885

  1. Context · · Sam Willis

    https://www.instagram.com/gwenleveymusic/reel/DatYVlaqwQ3/ Gwen Levey🌙 on Instagram 6,992 likes, 2,781 comments: "Literally one moment down the manosphere...

  2. Context · · Sam Willis

    🤦‍♀️

  3. Detected signal · · Dave

    Omg that’s awesome!! This message responded to an earlier message.

  4. Context · · Dave

    Omg that’s awesome!!

  5. Context · · Dave

    …or sell your house first

score 0.78 · confidence 0.6885

  1. Context · · Sam Willis

    🤦‍♀️

  2. Context · · Dave

    Omg that’s awesome!! This message responded to an earlier message.

  3. Detected signal · · Dave

    Omg that’s awesome!!

  4. Context · · Dave

    …or sell your house first

  5. Context · · Dave

    …or sell your house first This message responded to an earlier message.

Excitement

Showing 3 of 11 exact detector associations; open the transcript for full text.

score 0.90 · confidence 0.9

  1. Context · · Sam Willis

    I don’t see other women’s nips all the time!! Just poking out

  2. Context · · Sam Willis

    Thank you love.

  3. Detected signal · · Sam Willis

    About to get me a Red Bull. Tis a good day!

  4. Context · · Sam Willis

    Anyway, today is a lazy pool day. Yay!!

  5. Context · · Dave

    Right! Those are the broken ones

score 0.80 · confidence 0.8

  1. Context · · Sam Willis

    Thank you love.

  2. Context · · Sam Willis

    About to get me a Red Bull. Tis a good day!

  3. Detected signal · · Sam Willis

    Anyway, today is a lazy pool day. Yay!!

  4. Context · · Dave

    Right! Those are the broken ones

  5. Context · · Sam Willis

    Also. I think you’re wrong about milk. Tis delish. We eat all the other stuff from a cow; why not milk!!

score 0.85 · confidence 0.765

  1. Context · · Dave

    Sale contingent on the seller leaving the The Dude painting

  2. Context · · Sam Willis

    You’re putting in the work!

  3. Detected signal · · Sam Willis

    Whoa!!!

  4. Context · · Dave

    Yeah and that’s not even all. I’ve got all 3 printers going on more

  5. Context · · Dave

    Luckily I’d started them before I left

Flirting

Showing 3 of 6 exact detector associations; open the transcript for full text.

score 0.60 · confidence 0.7

  1. Context · · Dave

    Uhhh that’s a feature not a bug baby

  2. Context · · Dave

    You have great nipples

  3. Detected signal · · Sam Willis

    I don’t see other women’s nips all the time!! Just poking out

  4. Context · · Sam Willis

    Thank you love.

  5. Context · · Sam Willis

    About to get me a Red Bull. Tis a good day!

score 0.90 · confidence 0.9

  1. Context · · Sam Willis

    For what?!?

  2. Context · · Dave

    Well, thanks a lot

  3. Detected signal · · Dave

    Now all I can think about is your nipples

  4. Context · · Sam Willis

    You’re welcome!!

  5. Context · · Sam Willis

    Hahahaha

score 0.77 · confidence 0.697

  1. Context · · Dave

    😘🤪

  2. Context · · Sam Willis

    Oh

  3. Detected signal · · Dave

    Some part of you is pretty much all I think about anyway 🤭

  4. Context · · Sam Willis

    Awwww you’re the best

  5. Context · · Sam Willis

    One of the houses I like has a framed picture of The Dude in one of the rooms. SOLD lol

Frustration

Showing 3 of 23 exact detector associations; open the transcript for full text.

score 0.80 · confidence 0.9

  1. Context · · Sam Willis

    I’ve decided I hate my nipples

  2. Context · · Dave

    Lmao

  3. Detected signal · · Sam Willis

    They’re always showing. Like they need to just chill. Can’t a girl wear a shirt or swimsuit without them being on alert. Christ.

  4. Context · · Dave

    Uhhh that’s a feature not a bug baby

  5. Context · · Dave

    You have great nipples

score 0.60 · confidence 0.7

  1. Context · · Dave

    Right! Those are the broken ones This message responded to an earlier message.

  2. Context · · Sam Willis

    We just had some pancakes, bacon, and hash browns.

  3. Detected signal · · Dave

    I’m like, 20 orders behind 😅

  4. Context · · Dave

    I’m like, 20 orders behind 😅 This message responded to an earlier message.

  5. Context · · Dave

    So that’s what I’m doing today lol

score 0.60 · confidence 0.7

  1. Context · · Sam Willis

    We just had some pancakes, bacon, and hash browns.

  2. Context · · Dave

    I’m like, 20 orders behind 😅

  3. Detected signal · · Dave

    I’m like, 20 orders behind 😅 This message responded to an earlier message.

  4. Context · · Dave

    So that’s what I’m doing today lol

  5. Context · · Dave

    So that’s what I’m doing today lol This message responded to an earlier message.

Humor

Showing 3 of 28 exact detector associations; open the transcript for full text.

score 0.75 · confidence 0.68

  1. Context · · Sam Willis

    Happy morning handsome. How are you?

  2. Context · · Sam Willis

    <no text>

  3. Detected signal · · Sam Willis

    Turns out milk is good for you before bed. I KNEW i was onto something with my chocolate milk every night!

  4. Context · · Dave

    Audio Message.caf Transcription: Good morning sunshine I am doing pretty well. I slept great. Feel pretty good, but I have a definite caffeine deficiency right now so I'm headed up to the store real quick to get an energy drink or two Yeah…

  5. Context · · Sam Willis

    I’ve decided I hate my nipples

score 0.80 · confidence 0.9

  1. Context · · Dave

    Audio Message.caf Transcription: Good morning sunshine I am doing pretty well. I slept great. Feel pretty good, but I have a definite caffeine deficiency right now so I'm headed up to the store real quick to get an energy drink or two Yeah…

  2. Context · · Sam Willis

    I’ve decided I hate my nipples

  3. Detected signal · · Dave

    Lmao

  4. Context · · Sam Willis

    They’re always showing. Like they need to just chill. Can’t a girl wear a shirt or swimsuit without them being on alert. Christ.

  5. Context · · Dave

    Uhhh that’s a feature not a bug baby

score 0.70 · confidence 0.8

  1. Context · · Dave

    Lmao

  2. Context · · Sam Willis

    They’re always showing. Like they need to just chill. Can’t a girl wear a shirt or swimsuit without them being on alert. Christ.

  3. Detected signal · · Dave

    Uhhh that’s a feature not a bug baby

  4. Context · · Dave

    You have great nipples

  5. Context · · Sam Willis

    I don’t see other women’s nips all the time!! Just poking out

Passive aggression

Showing 2 of 2 exact detector associations; open the transcript for full text.

score 0.60 · confidence 0.7

  1. Context · · Dave

    That’s the best!

  2. Context · · Sam Willis

    Look at this flip! lol

  3. Detected signal · · Dave

    Be careful 🙄

  4. Context · · Dave

    Hehehe

  5. Context · · Sam Willis

    Bitch she’s 3!!!!

score 0.70 · confidence 0.8

  1. Context · · Dave

    Hehehe

  2. Context · · Sam Willis

    Bitch she’s 3!!!!

  3. Detected signal · · Dave

    🙄

  4. Context · · Dave

    It’s water bro…

  5. Context · · Dave

    You see this yesterday?

Planning

Showing 2 of 2 exact detector associations; open the transcript for full text.

score 0.80 · confidence 0.9

  1. Context · · Dave

    It goes by fast

  2. Context · · Dave

    And you today is your sisters bday?

  3. Detected signal · · Dave

    What are y’all doing tomorrow?

  4. Context · · Sam Willis

    What are YOU doing tomorrow!

  5. Context · · Sam Willis

    Going to see my grandpa. Effingham Jam. Swimming. That’s probs it

score 0.60 · confidence 0.7

  1. Context · · Dave

    And you look amazing, as usual

  2. Context · · Sam Willis

    Miss you. Wish you could be here 😢

  3. Detected signal · · Dave

    That would be amazing

  4. Context · · Sam Willis

    I’m a fat cow lol but thank you love

  5. Context · · Dave

    No it’s a new one

Request

Showing 1 of 1 exact detector associations; open the transcript for full text.

score 0.70 · confidence 0.8

  1. Context · · Dave

    And you today is your sisters bday?

  2. Context · · Dave

    What are y’all doing tomorrow?

  3. Detected signal · · Sam Willis

    What are YOU doing tomorrow!

  4. Context · · Sam Willis

    Going to see my grandpa. Effingham Jam. Swimming. That’s probs it

  5. Context · · Sam Willis

    Going to see my grandpa. Effingham Jam. Swimming. That’s probs it This message responded to an earlier message.

Sexting

Showing 3 of 5 exact detector associations; open the transcript for full text.

score 0.80 · confidence 0.8

  1. Context · · Sam Willis

    For what?!?

  2. Context · · Dave

    Well, thanks a lot

  3. Detected signal · · Dave

    Now all I can think about is your nipples

  4. Context · · Sam Willis

    You’re welcome!!

  5. Context · · Sam Willis

    Hahahaha

score 0.75 · confidence 0.75

  1. Context · · Dave

    😘🤪

  2. Context · · Sam Willis

    Oh

  3. Detected signal · · Dave

    Some part of you is pretty much all I think about anyway 🤭

  4. Context · · Sam Willis

    Awwww you’re the best

  5. Context · · Sam Willis

    One of the houses I like has a framed picture of The Dude in one of the rooms. SOLD lol

score 0.85 · confidence 0.85

  1. Context · · Sam Willis

    Swimming/laying out all day basically And so I can pee!

  2. Context · · Sam Willis

    Swimming/laying out all day basically And so I can pee! This message responded to an earlier message.

  3. Detected signal · · Dave

    Also…. Mmmmm 🤤😏

  4. Context · · Dave

    Also…. Mmmmm 🤤😏 This message responded to an earlier message.

  5. Context · · Sam Willis

    How’s your day going?

Status update

Showing 3 of 64 exact detector associations; open the transcript for full text.

score 0.70 · confidence 0.8

  1. Context · · Sam Willis

    Oh also. Are you still taking today and tomorrow off work?

  2. Context · · Dave

    Right! Those are the broken ones This message responded to an earlier message.

  3. Detected signal · · Sam Willis

    We just had some pancakes, bacon, and hash browns.

  4. Context · · Dave

    I’m like, 20 orders behind 😅

  5. Context · · Dave

    I’m like, 20 orders behind 😅 This message responded to an earlier message.

score 0.70 · confidence 0.8

  1. Context · · Dave

    So that’s what I’m doing today lol This message responded to an earlier message.

  2. Context · · Sam Willis

    Ok but like did you legit take a day off or are you “working”

  3. Detected signal · · Dave

    Im taking pto from Charles Schwab

  4. Context · · Dave

    But I’m working on my stuff

  5. Context · · Sam Willis

    For what?!?

score 0.70 · confidence 0.8

  1. Context · · Sam Willis

    Ok but like did you legit take a day off or are you “working”

  2. Context · · Dave

    Im taking pto from Charles Schwab

  3. Detected signal · · Dave

    But I’m working on my stuff

  4. Context · · Sam Willis

    For what?!?

  5. Context · · Dave

    Well, thanks a lot

Unmet need

Showing 1 of 1 exact detector associations; open the transcript for full text.

score 0.70 · confidence 0.8

  1. Context · · Sam Willis

    Going to see my grandpa. Effingham Jam. Swimming. That’s probs it

  2. Context · · Sam Willis

    Going to see my grandpa. Effingham Jam. Swimming. That’s probs it This message responded to an earlier message.

  3. Detected signal · · Sam Willis

    I need to sober up bc I’m supposed to send my realtor addresses tonight and 😅

  4. Context · · Dave

    lol! Are you pretty drunk?

  5. Context · · Sam Willis

    Just happy tipsy

Vulnerability

Showing 3 of 11 exact detector associations; open the transcript for full text.

score 0.65 · confidence 0.595

  1. Context · · Sam Willis

    <no text>

  2. Context · · Sam Willis

    Turns out milk is good for you before bed. I KNEW i was onto something with my chocolate milk every night!

  3. Detected signal · · Dave

    Audio Message.caf Transcription: Good morning sunshine I am doing pretty well. I slept great. Feel pretty good, but I have a definite caffeine deficiency right now so I'm headed up to the store real quick to get an energy drink or two Yeah…

  4. Context · · Sam Willis

    I’ve decided I hate my nipples

  5. Context · · Dave

    Lmao

score 0.80 · confidence 0.9

  1. Context · · Sam Willis

    Turns out milk is good for you before bed. I KNEW i was onto something with my chocolate milk every night!

  2. Context · · Dave

    Audio Message.caf Transcription: Good morning sunshine I am doing pretty well. I slept great. Feel pretty good, but I have a definite caffeine deficiency right now so I'm headed up to the store real quick to get an energy drink or two Yeah…

  3. Detected signal · · Sam Willis

    I’ve decided I hate my nipples

  4. Context · · Dave

    Lmao

  5. Context · · Sam Willis

    They’re always showing. Like they need to just chill. Can’t a girl wear a shirt or swimsuit without them being on alert. Christ.

score 0.70 · confidence 0.8

  1. Context · · Sam Willis

    I’ve decided I hate my nipples

  2. Context · · Dave

    Lmao

  3. Detected signal · · Sam Willis

    They’re always showing. Like they need to just chill. Can’t a girl wear a shirt or swimsuit without them being on alert. Christ.

  4. Context · · Dave

    Uhhh that’s a feature not a bug baby

  5. Context · · Dave

    You have great nipples