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2026-07-03

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[2026-07-03 07:12:00] Dave: I totally feel this with you 🤯
[2026-07-03 07:30:00] Dave: https://www.youtube.com/watch?v=ZpF6IE0rdxA Antigravity A1: A New Take on Drones! Thanks Antigravity for sponsoring this video! Get 25% off the A1 at...
[2026-07-03 07:30:00] Dave: Audio Message.caf
[2026-07-03 09:12:00] Sam Willis: SLEEP SHOPPING!!!!! Omggggggg
[2026-07-03 09:12:00] Sam Willis: Good morning baby
[2026-07-03 09:12:00] Sam Willis: Good job going to the gym!!!
[2026-07-03 09:16:00] Sam Willis: Brooooo you took sleep shopping to another level!!!
[2026-07-03 09:16:00] Sam Willis: SIXTEEN HUNDRED DOLLARS?!?!??
[2026-07-03 09:16:00] Sam Willis: 🤣🤣🤣🤣
[2026-07-03 09:20:00] Dave: You know meeeee
[2026-07-03 09:20:00] Dave: You know meeeee
[2026-07-03 09:21:00] Dave: When I go in, I go AAAAALL in
[2026-07-03 09:24:00] Sam Willis: It looks super cool. Buttttt I just don’t get what the use case is šŸ˜
[2026-07-03 09:25:00] Sam Willis: Wow I didn’t know the battery life on drones is so pitiful
[2026-07-03 09:27:00] Sam Willis: Ok I can’t wait to see the footage you capture
[2026-07-03 09:43:00] Dave: Fun?
[2026-07-03 09:43:00] Dave: Fun?
[2026-07-03 09:44:00] Dave: This is why I’ve been so hesitant to buy one… I didn’t really have a practical use case
[2026-07-03 09:44:00] Dave: This is why I’ve been so hesitant to buy one… I didn’t really have a practical use case
[2026-07-03 09:45:00] Dave: Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out what was stopping traffic
[2026-07-03 09:45:00] Dave: Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out what was stopping traffic
[2026-07-03 09:46:00] Dave: Hardly worth the cost considering that has only happened a few times in my life
[2026-07-03 09:46:00] Dave: But still
[2026-07-03 09:46:00] Dave: But still
[2026-07-03 09:46:00] Dave: Hardly worth the cost considering that has only happened a few times in my life
[2026-07-03 09:48:00] Dave: It has actual gotten was better in recent years. It’s the physical limitations of battery technology. Weight of the stone vs the energy it takes to operate it
[2026-07-03 09:48:00] Dave: It has actual gotten was better in recent years. It’s the physical limitations of battery technology. Weight of the stone vs the energy it takes to operate it
[2026-07-03 09:49:00] Dave: I have a couple ideas.. one is to take it to the dog park and get footage of them playing catch
[2026-07-03 09:49:00] Dave: I have a couple ideas.. one is to take it to the dog park and get footage of them playing catch
[2026-07-03 13:09:00] Sam Willis: Hope all the yard work is going well!
[2026-07-03 14:03:00] Dave: Sun burned
[2026-07-03 14:03:00] Dave: Hip hurts
[2026-07-03 14:03:00] Dave: I’m dead
[2026-07-03 14:03:00] Dave: Might die
[2026-07-03 14:03:00] Dave: What have you been up to?
[2026-07-03 14:03:00] Dave: Hey baby
[2026-07-03 14:10:00] Sam Willis: Hello love. Not much. Christian’s here and I’m about to head to Costco soon.
[2026-07-03 14:10:00] Sam Willis: I’m sorry about your body!
[2026-07-03 14:24:00] Dave: Going to buy him some groceries?
[2026-07-03 14:24:00] Dave: What are y’all up to?
[2026-07-03 14:24:00] Sam Willis: I hadn’t even thought of that. He better not expect me to pay for his lol
[2026-07-03 14:24:00] Dave: lol. Sorry, sorry
[2026-07-03 14:25:00] Sam Willis: He wanted to see the dogs and we are watching this stupid movie Heartbreakers. Waiting for the damn pool guy to get here and leave so I can let the dogs back outside
[2026-07-03 14:27:00] Dave: It seems like you’re ALWAYS waiting on the pool guy
[2026-07-03 14:32:00] Sam Willis: lol. Seems like it for sure
[2026-07-03 14:33:00] Sam Willis: So what all did you get done in the yard?
[2026-07-03 14:38:00] Dave: 2 sections of the fence pressure washed. Gonna try to get the final one done in a minute
[2026-07-03 14:39:00] Dave: Shouldn’t be too bad because it’s the side closest to the house where it doesn’t really get weathered
[2026-07-03 14:51:00] Sam Willis: <no text>
[2026-07-03 15:14:00] Dave: Wish you woke up because of my tongue šŸ˜
[2026-07-03 15:15:00] Dave: What are you doing for the 4th??
[2026-07-03 15:16:00] Sam Willis: Going to my friends house for a few hours
[2026-07-03 15:17:00] Dave: Who is it ?
[2026-07-03 15:20:00] Dave: I don’t think we’re doing anything
[2026-07-03 15:22:00] Sam Willis: I’m sad I can’t swimmmmm. I gotta figure something out.
[2026-07-03 15:22:00] Sam Willis: Kaylie and her husband Mark from the rescue
[2026-07-03 15:22:00] Sam Willis: I’m just going so I can eat food. I don’t gaf about the holiday lol
[2026-07-03 15:38:00] Sam Willis: Costco did not spark joy but I did find some Nutella icecream cones I’m excited to try
[2026-07-03 16:10:00] Dave: You and the Nutella lmao
[2026-07-03 16:14:00] Sam Willis: lol ok, it found ME this time, ok?!? 🤭
[2026-07-03 16:15:00] Dave: Lmao
[2026-07-03 16:15:00] Sam Willis: Hmph
[2026-07-03 16:15:00] Dave: Ofc it did baby
[2026-07-03 16:16:00] Sam Willis: <no text>
[2026-07-03 16:53:00] Dave: Fence done 🄵
[2026-07-03 16:54:00] Dave: Now time for a shower, and pizza lol
[2026-07-03 17:18:00] Sam Willis: Look at you go! Good job baby. Well deserved pizza. I hope it’s delish!
[2026-07-03 17:54:00] Sam Willis: It’s 4pm and ppl are literally letting off fireworks already. Goddddd
[2026-07-03 18:29:00] Sam Willis: So. Joe was having arm pain right? And went to the dr got X-rays. All the things. Well, turns out his port, the thing that the chemo goes through, that’s implanted in him, got out of its position. And he had a huge blood clot in his jugular. He had surgery today to position the port again and to remove the blood clot. And he sent me a picture of the blood clot. And OH MY GOD!! 🤮🤮🤮
[2026-07-03 18:52:00] Dave: Holy shit!
[2026-07-03 18:53:00] Dave: I wanna see 🤭🫣
[2026-07-03 18:53:00] Dave: I’m glad he’s alright though
[2026-07-03 18:54:00] Dave: I haven’t been this completely worn out in about as long as I can remember lol
[2026-07-03 18:54:00] Dave: Bro
[2026-07-03 19:16:00] Sam Willis: I bet!! You put in some work today!!!
[2026-07-03 19:16:00] Sam Willis: I’ll send if you really wanna see
[2026-07-03 19:18:00] Dave: Daaaamn
[2026-07-03 19:18:00] Sam Willis: <no text>
[2026-07-03 19:18:00] Sam Willis: 😳😳😳😳😳😳
[2026-07-03 19:18:00] Sam Willis: 🤮🤮🤮🤮🤮🤮🤮
[2026-07-03 19:19:00] Dave: That’s fucking wild
[2026-07-03 19:19:00] Sam Willis: In. His. Jugular
[2026-07-03 19:19:00] Sam Willis: 🤮🤮🤮🤮
[2026-07-03 19:21:00] Dave: Could’ve easily killed him
[2026-07-03 19:21:00] Dave: That’s crazy
[2026-07-03 19:21:00] Dave: Right
[2026-07-03 19:22:00] Sam Willis: I know 😭
[2026-07-03 19:25:00] Sam Willis: I’m heading soon to the hospital to go bring him stuff bc he doesn’t have his phone charger, sinus spray, etc that he needs
[2026-07-03 19:28:00] Sam Willis: Think you’ll probably go to sleep pretty early tonight?
[2026-07-03 19:59:00] Dave: I love you baby
[2026-07-03 19:59:00] Dave: Probably won’t be much longer lol
[2026-07-03 19:59:00] Sam Willis: Don’t blame you ā¤ļø
[2026-07-03 20:00:00] Sam Willis: I love you too ā¤ļø
[2026-07-03 20:00:00] Sam Willis: Bc we didn’t lol. But that’s ok! You have shit to do
[2026-07-03 20:00:00] Dave: Feels like we barley talked today
[2026-07-03 20:00:00] Dave: <no text>
[2026-07-03 20:15:00] Sam Willis: I signed up for the 8am class tomorrow and it’s a special one for the holiday and I know it’s gonna SUCK
[2026-07-03 20:40:00] Dave: Yesssss
[2026-07-03 20:41:00] Dave: You’re gonna kill it!!
[2026-07-03 21:13:00] Sam Willis: They’re just so…quiet. So sterile
[2026-07-03 21:13:00] Sam Willis: I forgot how much hospitals freak me out.
[2026-07-03 21:17:00] Dave: Yeah they’re pretty creepy that way
[2026-07-03 21:17:00] Sam Willis: When I got to his room he was laying in the damn dark too. No TV on. No sound. I’m like dude wtf this is so depressing
[2026-07-03 21:18:00] Sam Willis: He’s like I’m just on my phone. I’m like I don’t care. Depression. Lol
[2026-07-03 21:19:00] Dave: How long is he gonna be there?
[2026-07-03 21:19:00] Dave: No shit
[2026-07-03 21:19:00] Dave: Lmao
[2026-07-03 21:21:00] Dave: So he’s feeling ok now
[2026-07-03 21:21:00] Sam Willis: Probably released tomorrow sometime. He really wants to go home tonight but doubt it. Who knows
[2026-07-03 21:21:00] Dave: ?
[2026-07-03 21:22:00] Dave: That clot was huge
[2026-07-03 21:22:00] Sam Willis: Yea. But he had to lay flat for 3 hrs. Completely flat, after the surgery. Then just got cleared to eat about 45 min ago
[2026-07-03 21:22:00] Dave: Dang
[2026-07-03 21:23:00] Sam Willis: And it had migrated from his shoulder up to his jugular
[2026-07-03 21:23:00] Dave: Fucking gross lol
[2026-07-03 21:23:00] Sam Willis: My concern is that the port will get misplaced again
[2026-07-03 21:23:00] Sam Willis: Ugh
[2026-07-03 21:24:00] Dave: So the port being out of posish was what caused the clot?
[2026-07-03 21:24:00] Sam Willis: They had to go up and get it out through his groin
[2026-07-03 21:24:00] Sam Willis: Yes
[2026-07-03 21:25:00] Dave: Hmm.. you’d think they would like, watch for that or something lol
[2026-07-03 21:26:00] Sam Willis: Transcription: I'm driving I'm gonna go to Trader Joe's real quick so I just thought I'd text but but yeah and that was what was causing all the arm pain that he had had earlier this week so we had a very Scary and it's like yeah he hasn't had that Ford in for two fucking long like a month. I don't know how long it's been a month and a half and like for it already to be that far like at a place wild so Anyway So they went after his groin which I did not know that that was like where you would start if you're going up to the fucking jugular so anyway so he said they had to put a little white cloth over his dick involved. He said this lady had a shave, his groin area and I'm like oh my God I'm like did she do a full job and not just do just too happy and he's like I don't know I didn't even check. And because I needed a hospital account then luckily he had shorts and I said oh thank you for having short spot he's like yeah you're fucking welcome like I don't need to see a bare ass. I'm he's like well. At least you won't see my freshly shaped grid. I'm good on the groins and the bear ass so yeah
[2026-07-03 21:27:00] Sam Willis: <no text>
[2026-07-03 21:27:00] Sam Willis: Circle area is pointed out towards his shoulder. It should be heart
[2026-07-03 21:28:00] Sam Willis: So it was facing the total opposite way and higher than it should be. Just so weird
[2026-07-03 21:30:00] Dave: Hopefully they got that shit anchored in place now
[2026-07-03 21:30:00] Dave: Or something
[2026-07-03 21:30:00] Dave: Yeah the femoral artery is like a straight shot to the heart area
[2026-07-03 21:31:00] Sam Willis: Probably another 3 more rounds before they see if it’s working
[2026-07-03 21:31:00] Dave: So how much more chemo does he have?
[2026-07-03 21:32:00] Dave: Do you know how long that takes?
[2026-07-03 21:32:00] Sam Willis: He gets a round every 2 weeks I think
[2026-07-03 21:32:00] Dave: Is he gonna get sick and lose hair and all that shit ?
[2026-07-03 21:32:00] Dave: Ahh ok
[2026-07-03 21:33:00] Dave: Cuz he’s currently feeling ok right?
[2026-07-03 21:34:00] Dave: I mean, besides all the port bs
[2026-07-03 21:35:00] Dave: Ok damn! Good for him
[2026-07-03 21:35:00] Sam Willis: Transcription: He said that the chemo now or at least a kind he's getting you don't lose your hair typically so he definitely still has a full head of hair and beard and all that sort of stuff He does feel like shit for a few days after each chemo for sure like probably for three days after the chemo but then he's still been working too, so I think he works like every other week
[2026-07-03 21:35:00] Dave: Sharp change of topic… but what are you getting from TJs?
[2026-07-03 21:36:00] Dave: My dad was a mess with whatever the chemo he got was
[2026-07-03 21:37:00] Sam Willis: TBD but so far, flowers lol
[2026-07-03 21:37:00] Sam Willis: <no text>
[2026-07-03 21:38:00] Dave: Ok babydoll
[2026-07-03 21:38:00] Dave: Have fun at TJs
[2026-07-03 21:38:00] Sam Willis: Alright baby. I love you so much
[2026-07-03 21:38:00] Dave: I’m finally doing to hit the hey
[2026-07-03 21:39:00] Dave: I love you so much
[2026-07-03 21:39:00] Sam Willis: <no text>
[2026-07-03 21:39:00] Dave: Tell the dogs I said hi

(missing Obey)

(missing Odyssey)

(missing Pulse)

DAY OVERVIEW Friday followed a busy, physical day for Dave with emotional undercurrents. Their conversation fluctuated from playful to caring, anchored by Dave's exhausting yard work and Sam's hospital visit to a friend recovering from a serious medical incident.

TOPIC INVENTORY 1. Drones - Dave bought an Antigravity A1 drone, prompting Sam's curiosity about its use. Dave mused on its potential utility, particularly for traffic situations, but admitted its high cost for rare use. - Emotional register: playful, curious. - Notable quotes: "What the use case is," Dave's musings on drone utility.

  1. Friends' Medical Scare
  2. Sam shared a harrowing update about Joe's medical emergency, including details of a port displacement and a substantial blood clot in his jugular. They reacted with shock and concern, marking the seriousness of the situation.
  3. Emotional register: shocked, concerned.
  4. Notable quotes: "The thing that the chemo goes through, got out of its position," "a huge blood clot in his jugular."

  5. Dave's Physical Condition

  6. Dave reported feeling sunburned, achy, and overwhelmed after his yard work. Sam empathized, noting the intensity of his day.
  7. Emotional register: sympathetic, exhausted.
  8. Notable quotes: "Sun burned, hip hurts, I'm dead," Sam’s empathy with Dave's pain.

  9. July 4th Plans

  10. Their Independence Day plans diverged, with Sam attending a friend's gathering and Dave staying home, reflecting their different social and personal priorities.
  11. Emotional register: neutral.
  12. Notable quotes: "Going to my friends house for a few hours," "I don't gaf about the holiday."

  13. Joe's Treatment

  14. They discussed Joe's ongoing chemotherapy, noting the port issue and previous complications, showing their concern and Dave's personal connection to chemotherapy's effects.
  15. Emotional register: concerned, reflective.
  16. Notable quotes: "Three more rounds before they see if it’s working," reflection on Dave’s father’s chemotherapy experience.

SEXUAL & PHYSICAL CONTENT - Dave playfully hinted at a sexual desire, saying, "Wish you woke up because of my tongue." This moment, though brief, highlighted an underlying intimacy and longing. - The mention of the port's placement near Joe's groin and the subsequent shaving led to a humorous, though not explicitly sexual, conversation about medical procedures and personal space.

EMOTIONAL DYNAMICS - Sam led the sharing of personal and emotional news, particularly about Joe's health, while Dave provided supportive responses and shared his physical exhaustion. - There was a notable moment of tender longing in Dave's playful wish for Sam to wake up via his tongue, indicating their physical and emotional connection. - Sam's visit to the hospital and concern for Joe showed her nurturing and caring nature, while Dave's reflections on his father's chemotherapy added a layer of personal vulnerability.

MEMORABLE LANGUAGE - "SIXTEEN HUNDRED DOLLARS?!?!??" — Sam, reacting to Dave's drone purchase. - "When I go in, I go AAAAALL in" — Dave, on his approach to purchases. - "It looks super cool. Buttttt I just don’t get what the use case is" — Sam, questioning the drone's utility. - "I’m glad he’s alright though" — Dave, after hearing about Joe's medical emergency. - "I signed up for the 8am class tomorrow and it’s a special one for the holiday and I know it’s gonna SUCK" — Sam, on her fitness class, with characteristic humor. - "I’m heading soon to the hospital to go bring him stuff" — Sam, showing her supportive nature.

CONTINUITY HOOKS - The drone's utility, with Dave's observation on its potential future uses, could resurface in future discussions. - Joe's health and the upcoming chemotherapy rounds may be a recurring topic, reflecting ongoing concern. - Dave's physical exhaustion from yard work could lead to future conversations about rest and recovery.

MOOD MAP Playful curiosity → Concerned empathy → Tender longing → Reflective connection → Supportive care.

Daily briefing

Most frequent detected signals: Status update, Checking in.

Partial analysis

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

  • Messages exchanged

    149

    103.7 fewer; previous daily average 252.7 (7 usable days out of the previous 7).

  • Conversation sessions

    22

    4.6 fewer; previous daily average 26.6 (7 usable days out of the previous 7).

How you connected

Measure Dave Sam Willis
Messages sent 85 Ā· 57% 64 Ā· 43%
Average reply time 8m 19s (n=34) 4m 11s (n=32)
Conversation starts 1 of 2 Ā· 50% 1 of 2 Ā· 50%
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: 8m 19s (n=34). 243% longer; pooled historical mean 2m 26s (7 usable days out of the previous 7; 417 historical observations).
  • Sam Willis replying to Dave: 4m 11s (n=32). 37% longer; pooled historical mean 3m 3s (7 usable days out of the previous 7; 418 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: 50.0%; 11.5 percentage points lower than the pooled historical share 61.5% (7 usable days out of the previous 7; 13 historical opportunities).

Average session duration: 6m 39s, counting only sessions with multiple messages.

Messages in multi-message sessions: 94.6%. This is the former ā€˜High Velocity’ metric; it is a grouping measure, not a reply-speed score.

Notable changes

  • Message volume: 41% lower than the previous daily average of 252.7 (7 usable days out of the previous 7).
  • Average Response Time — Dave Replying To Sam Willis: 243% longer; pooled historical mean 2m 26s (7 usable days out of the previous 7; 417 historical observations).
  • Average Response Time — Sam Willis Replying To Dave: 37% longer; pooled historical mean 3m 3s (7 usable days out of the previous 7; 418 historical observations).
Conversation rhythm

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

00:000
01:000
02:000
03:000
04:000
05:000
06:000
07:003
08:000
09:0026
10:000
11:000
12:000
13:001
14:0019
15:009
16:008
17:002
18:006
19:0018
20:007
21:0050
22:000
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 149 messages with each qualifying signal. Labels can overlap, so these percentages are not additive.

Status update47 Ā· 32%
Checking in20 Ā· 13%
Frustration14 Ā· 9%
Humor13 Ā· 9%
Affection11 Ā· 7%

All other signals

Vulnerability11 Ā· 7%
Excitement6 Ā· 4%
Encouragement4 Ā· 3%
Planning2 Ā· 1%
Request2 Ā· 1%
Appreciation1 Ā· 1%
Flirting1 Ā· 1%
Sexting1 Ā· 1%

Most frequent signals by sender
  • Dave: Status update (26), Checking in (13), Frustration (9), Humor (8), Affection (6)
  • Sam Willis: Status update (21), Checking in (7), Vulnerability (6), Affection (5), Emotional support (5)

Tension and positive follow-ups

7 of 10 detected tension episodes had a positive follow-up in the same session (70%).

3 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 26s. Includes only episodes with an observed follow-up.

Episode evidence

Showing 3 of 10 detected episodes. A positive follow-up is a later qualifying signal, not proof of resolution.

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

  1. Context Ā· Ā· Sam Willis

    Good job going to the gym!!!

  2. Context Ā· Ā· Sam Willis

    Brooooo you took sleep shopping to another level!!!

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

    SIXTEEN HUNDRED DOLLARS?!?!??

  4. Positive follow-up Ā· Ā· Sam Willis

    🤣🤣🤣🤣

  5. Context Ā· Ā· Dave

    You know meeeee

Episode 2 Ā· 1 tension-signaled message(s) Ā· Frustration

  1. Context Ā· Ā· Dave

    This is why I’ve been so hesitant to buy one… I didn’t really have a practical use case This message responded to an earlier message.

  2. Context Ā· Ā· Dave

    This is why I’ve been so hesitant to buy one… I didn’t really have a practical use case

  3. Tension signal Episode start/end Ā· Ā· Dave

    Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out wha…

  4. Context Ā· Ā· Dave

    Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out wha…

  5. Context Ā· Ā· Dave

    Hardly worth the cost considering that has only happened a few times in my life

Episode 3 Ā· 4 tension-signaled message(s) Ā· Frustration

  1. Context Ā· Ā· Dave

    Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out wha…

  2. Context Ā· Ā· Dave

    Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out wha…

  3. Tension signal Episode start Ā· Ā· Dave

    Hardly worth the cost considering that has only happened a few times in my life

  4. Tension signal Ā· Ā· Dave

    But still

  5. Tension signal Ā· Ā· Dave

    But still This message responded to an earlier message.

Messages with detected signals and calculation details

132 of 149 messages (88.6%) 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 75 / 85 88.2%
Sam Willis 57 / 64 89.1%

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 0.84
Appreciation 0.70
Checking in 0.72
Disagreement 0.50
Emotional support 0.72
Encouragement 0.83
Excitement 0.70
Flirting 0.85
Frustration 0.64
Humor 0.66
Planning 0.80
Request 0.64
Sexting 0.85
Status update 0.63
Vulnerability 0.68
  • Model: openai/gpt-4o-mini
  • Prompt: signals.v2
  • Generated: 2026-09-16 11:07:07
  • Schema: 1.4.0

Supporting messages

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

Affection

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

score 0.90 Ā· confidence 0.95

  1. Context Ā· Ā· Dave

    Audio Message.caf

  2. Context Ā· Ā· Sam Willis

    SLEEP SHOPPING!!!!! Omggggggg

  3. Detected signal Ā· Ā· Sam Willis

    Good morning baby

  4. Context Ā· Ā· Sam Willis

    Good job going to the gym!!!

  5. Context Ā· Ā· Sam Willis

    Brooooo you took sleep shopping to another level!!!

score 0.90 Ā· confidence 0.9924999999999999

  1. Context Ā· Ā· Dave

    Might die

  2. Context Ā· Ā· Dave

    What have you been up to?

  3. Detected signal Ā· Ā· Dave

    Hey baby

  4. Context Ā· Ā· Sam Willis

    Hello love. Not much. Christian’s here and I’m about to head to Costco soon.

  5. Context Ā· Ā· Sam Willis

    I’m sorry about your body!

score 0.80 Ā· confidence 0.748

  1. Context Ā· Ā· Dave

    Shouldn’t be too bad because it’s the side closest to the house where it doesn’t really get weathered

  2. Context Ā· Ā· Sam Willis

    <no text>

  3. Detected signal Ā· Ā· Dave

    Wish you woke up because of my tongue šŸ˜

  4. Context Ā· Ā· Dave

    What are you doing for the 4th??

  5. Context Ā· Ā· Sam Willis

    Going to my friends house for a few hours

Appreciation

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

score 0.70 Ā· confidence 0.8

  1. Context Ā· Ā· Dave

    Cuz he’s currently feeling ok right?

  2. Context Ā· Ā· Dave

    I mean, besides all the port bs

  3. Detected signal Ā· Ā· Dave

    Ok damn! Good for him

  4. Context Ā· Ā· Sam Willis

    Transcription: He said that the chemo now or at least a kind he's getting you don't lose your hair typically so he definitely still has a full head of hair and beard and all that sort of stuff He does feel like shit for a few days after ea…

  5. Context Ā· Ā· Dave

    Sharp change of topic… but what are you getting from TJs?

Checking in

Showing 3 of 20 exact detector associations; open the transcript for full text.

score 0.80 Ā· confidence 0.85

  1. Context Ā· Ā· Dave

    You know meeeee This message responded to an earlier message.

  2. Context Ā· Ā· Dave

    When I go in, I go AAAAALL in

  3. Detected signal Ā· Ā· Sam Willis

    It looks super cool. Buttttt I just don’t get what the use case is šŸ˜

  4. Context Ā· Ā· Sam Willis

    Wow I didn’t know the battery life on drones is so pitiful

  5. Context Ā· Ā· Sam Willis

    Ok I can’t wait to see the footage you capture

score 0.80 Ā· confidence 0.85

  1. Context Ā· Ā· Dave

    I have a couple ideas.. one is to take it to the dog park and get footage of them playing catch This message responded to an earlier message.

  2. Context Ā· Ā· Dave

    I have a couple ideas.. one is to take it to the dog park and get footage of them playing catch

  3. Detected signal Ā· Ā· Sam Willis

    Hope all the yard work is going well!

  4. Context Ā· Ā· Dave

    Sun burned

  5. Context Ā· Ā· Dave

    Hip hurts

score 0.80 Ā· confidence 0.85

  1. Context Ā· Ā· Dave

    I’m dead

  2. Context Ā· Ā· Dave

    Might die

  3. Detected signal Ā· Ā· Dave

    What have you been up to?

  4. Context Ā· Ā· Dave

    Hey baby

  5. Context Ā· Ā· Sam Willis

    Hello love. Not much. Christian’s here and I’m about to head to Costco soon.

Emotional support

Showing 3 of 7 exact detector associations; open the transcript for full text.

score 0.70 Ā· confidence 0.8

  1. Detected signal Ā· Ā· Dave

    I totally feel this with you 🤯 This message responded to an earlier message.

  2. Context Ā· Ā· Dave

    https://www.youtube.com/watch?v=ZpF6IE0rdxA Antigravity A1: A New Take on Drones! Thanks Antigravity for sponsoring this video! Get 25% off the A1 at...

  3. Context Ā· Ā· Dave

    Audio Message.caf

score 0.70 Ā· confidence 0.6375

  1. Context Ā· Ā· Dave

    Hey baby

  2. Context Ā· Ā· Sam Willis

    Hello love. Not much. Christian’s here and I’m about to head to Costco soon.

  3. Detected signal Ā· Ā· Sam Willis

    I’m sorry about your body!

  4. Context Ā· Ā· Dave

    Going to buy him some groceries?

  5. Context Ā· Ā· Dave

    What are y’all up to?

score 0.75 Ā· confidence 0.68

  1. Context Ā· Ā· Dave

    Who is it ?

  2. Context Ā· Ā· Dave

    I don’t think we’re doing anything

  3. Detected signal Ā· Ā· Sam Willis

    I’m sad I can’t swimmmmm. I gotta figure something out.

  4. Context Ā· Ā· Sam Willis

    Kaylie and her husband Mark from the rescue

  5. Context Ā· Ā· Sam Willis

    I’m just going so I can eat food. I don’t gaf about the holiday lol

Encouragement

Showing 3 of 4 exact detector associations; open the transcript for full text.

score 0.80 Ā· confidence 0.85

  1. Context Ā· Ā· Sam Willis

    SLEEP SHOPPING!!!!! Omggggggg

  2. Context Ā· Ā· Sam Willis

    Good morning baby

  3. Detected signal Ā· Ā· Sam Willis

    Good job going to the gym!!!

  4. Context Ā· Ā· Sam Willis

    Brooooo you took sleep shopping to another level!!!

  5. Context Ā· Ā· Sam Willis

    SIXTEEN HUNDRED DOLLARS?!?!??

score 0.85 Ā· confidence 0.748

  1. Context Ā· Ā· Dave

    Fence done 🄵

  2. Context Ā· Ā· Dave

    Now time for a shower, and pizza lol

  3. Detected signal Ā· Ā· Sam Willis

    Look at you go! Good job baby. Well deserved pizza. I hope it’s delish!

  4. Context Ā· Ā· Sam Willis

    It’s 4pm and ppl are literally letting off fireworks already. Goddddd

  5. Context Ā· Ā· Sam Willis

    So. Joe was having arm pain right? And went to the dr got X-rays. All the things. Well, turns out his port, the thing that the chemo goes through, that’s implanted in him, got out of its position. And he had a huge blood clot in his jugula…

score 0.77 Ā· confidence 0.697

  1. Context Ā· Ā· Dave

    I haven’t been this completely worn out in about as long as I can remember lol

  2. Context Ā· Ā· Dave

    Bro

  3. Detected signal Ā· Ā· Sam Willis

    I bet!! You put in some work today!!!

  4. Context Ā· Ā· Sam Willis

    I’ll send if you really wanna see

  5. Context Ā· Ā· Dave

    Daaaamn

Excitement

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

score 0.80 Ā· confidence 0.9

  1. Context Ā· Ā· Dave

    https://www.youtube.com/watch?v=ZpF6IE0rdxA Antigravity A1: A New Take on Drones! Thanks Antigravity for sponsoring this video! Get 25% off the A1 at...

  2. Context Ā· Ā· Dave

    Audio Message.caf

  3. Detected signal Ā· Ā· Sam Willis

    SLEEP SHOPPING!!!!! Omggggggg

  4. Context Ā· Ā· Sam Willis

    Good morning baby

  5. Context Ā· Ā· Sam Willis

    Good job going to the gym!!!

score 0.60 Ā· confidence 0.7

  1. Context Ā· Ā· Dave

    You know meeeee

  2. Context Ā· Ā· Dave

    You know meeeee This message responded to an earlier message.

  3. Detected signal Ā· Ā· Dave

    When I go in, I go AAAAALL in

  4. Context Ā· Ā· Sam Willis

    It looks super cool. Buttttt I just don’t get what the use case is šŸ˜

  5. Context Ā· Ā· Sam Willis

    Wow I didn’t know the battery life on drones is so pitiful

score 0.80 Ā· confidence 0.85

  1. Context Ā· Ā· Sam Willis

    It looks super cool. Buttttt I just don’t get what the use case is šŸ˜

  2. Context Ā· Ā· Sam Willis

    Wow I didn’t know the battery life on drones is so pitiful

  3. Detected signal Ā· Ā· Sam Willis

    Ok I can’t wait to see the footage you capture

  4. Context Ā· Ā· Dave

    Fun?

  5. Context Ā· Ā· Dave

    Fun? This message responded to an earlier message.

Flirting

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

score 0.85 Ā· confidence 0.765

  1. Context Ā· Ā· Dave

    Shouldn’t be too bad because it’s the side closest to the house where it doesn’t really get weathered

  2. Context Ā· Ā· Sam Willis

    <no text>

  3. Detected signal Ā· Ā· Dave

    Wish you woke up because of my tongue šŸ˜

  4. Context Ā· Ā· Dave

    What are you doing for the 4th??

  5. Context Ā· Ā· Sam Willis

    Going to my friends house for a few hours

Frustration

Showing 3 of 14 exact detector associations; open the transcript for full text.

score 0.70 Ā· confidence 0.95

  1. Context Ā· Ā· Sam Willis

    Good job going to the gym!!!

  2. Context Ā· Ā· Sam Willis

    Brooooo you took sleep shopping to another level!!!

  3. Detected signal Ā· Ā· Sam Willis

    SIXTEEN HUNDRED DOLLARS?!?!??

  4. Context Ā· Ā· Sam Willis

    🤣🤣🤣🤣

  5. Context Ā· Ā· Dave

    You know meeeee

score 0.70 Ā· confidence 0.8

  1. Context Ā· Ā· Dave

    This is why I’ve been so hesitant to buy one… I didn’t really have a practical use case This message responded to an earlier message.

  2. Context Ā· Ā· Dave

    This is why I’ve been so hesitant to buy one… I didn’t really have a practical use case

  3. Detected signal Ā· Ā· Dave

    Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out wha…

  4. Context Ā· Ā· Dave

    Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out wha…

  5. Context Ā· Ā· Dave

    Hardly worth the cost considering that has only happened a few times in my life

score 0.60 Ā· confidence 0.65

  1. Context Ā· Ā· Dave

    Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out wha…

  2. Context Ā· Ā· Dave

    Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out wha…

  3. Detected signal Ā· Ā· Dave

    Hardly worth the cost considering that has only happened a few times in my life

  4. Context Ā· Ā· Dave

    But still

  5. Context Ā· Ā· Dave

    But still This message responded to an earlier message.

Humor

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

score 0.90 Ā· confidence 0.95

  1. Context Ā· Ā· Sam Willis

    Good morning baby

  2. Context Ā· Ā· Sam Willis

    Good job going to the gym!!!

  3. Detected signal Ā· Ā· Sam Willis

    Brooooo you took sleep shopping to another level!!!

  4. Context Ā· Ā· Sam Willis

    SIXTEEN HUNDRED DOLLARS?!?!??

  5. Context Ā· Ā· Sam Willis

    🤣🤣🤣🤣

score 0.90 Ā· confidence 0.9974999999999999

  1. Context Ā· Ā· Sam Willis

    Brooooo you took sleep shopping to another level!!!

  2. Context Ā· Ā· Sam Willis

    SIXTEEN HUNDRED DOLLARS?!?!??

  3. Detected signal Ā· Ā· Sam Willis

    🤣🤣🤣🤣

  4. Context Ā· Ā· Dave

    You know meeeee

  5. Context Ā· Ā· Dave

    You know meeeee This message responded to an earlier message.

score 0.70 Ā· confidence 0.8

  1. Context Ā· Ā· Sam Willis

    SIXTEEN HUNDRED DOLLARS?!?!??

  2. Context Ā· Ā· Sam Willis

    🤣🤣🤣🤣

  3. Detected signal Ā· Ā· Dave

    You know meeeee

  4. Context Ā· Ā· Dave

    You know meeeee This message responded to an earlier message.

  5. Context Ā· Ā· Dave

    When I go in, I go AAAAALL in

Planning

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

score 0.90 Ā· confidence 0.9

  1. Context Ā· Ā· Dave

    It has actual gotten was better in recent years. It’s the physical limitations of battery technology. Weight of the stone vs the energy it takes to operate it This message responded to an earlier message.

  2. Context Ā· Ā· Dave

    It has actual gotten was better in recent years. It’s the physical limitations of battery technology. Weight of the stone vs the energy it takes to operate it

  3. Detected signal Ā· Ā· Dave

    I have a couple ideas.. one is to take it to the dog park and get footage of them playing catch This message responded to an earlier message.

  4. Context Ā· Ā· Dave

    I have a couple ideas.. one is to take it to the dog park and get footage of them playing catch

  5. Context Ā· Ā· Sam Willis

    Hope all the yard work is going well!

score 0.70 Ā· confidence 0.8

  1. Context Ā· Ā· Dave

    Ok damn! Good for him

  2. Context Ā· Ā· Sam Willis

    Transcription: He said that the chemo now or at least a kind he's getting you don't lose your hair typically so he definitely still has a full head of hair and beard and all that sort of stuff He does feel like shit for a few days after ea…

  3. Detected signal Ā· Ā· Dave

    Sharp change of topic… but what are you getting from TJs?

  4. Context Ā· Ā· Dave

    My dad was a mess with whatever the chemo he got was

  5. Context Ā· Ā· Sam Willis

    TBD but so far, flowers lol

Request

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

score 0.68 Ā· confidence 0.612

  1. Context Ā· Ā· Dave

    Bro

  2. Context Ā· Ā· Sam Willis

    I bet!! You put in some work today!!!

  3. Detected signal Ā· Ā· Sam Willis

    I’ll send if you really wanna see

  4. Context Ā· Ā· Dave

    Daaaamn

  5. Context Ā· Ā· Sam Willis

    <no text>

score 0.60 Ā· confidence 0.7

  1. Context Ā· Ā· Sam Willis

    Probably another 3 more rounds before they see if it’s working

  2. Context Ā· Ā· Dave

    So how much more chemo does he have?

  3. Detected signal Ā· Ā· Dave

    Do you know how long that takes?

  4. Context Ā· Ā· Sam Willis

    He gets a round every 2 weeks I think

  5. Context Ā· Ā· Dave

    Is he gonna get sick and lose hair and all that shit ?

Sexting

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

score 0.85 Ā· confidence 0.85

  1. Context Ā· Ā· Dave

    Shouldn’t be too bad because it’s the side closest to the house where it doesn’t really get weathered

  2. Context Ā· Ā· Sam Willis

    <no text>

  3. Detected signal Ā· Ā· Dave

    Wish you woke up because of my tongue šŸ˜

  4. Context Ā· Ā· Dave

    What are you doing for the 4th??

  5. Context Ā· Ā· Sam Willis

    Going to my friends house for a few hours

Status update

Showing 3 of 47 exact detector associations; open the transcript for full text.

score 0.60 Ā· confidence 0.8479

  1. Context Ā· Ā· Dave

    I totally feel this with you 🤯 This message responded to an earlier message.

  2. Detected signal Ā· Ā· Dave

    https://www.youtube.com/watch?v=ZpF6IE0rdxA Antigravity A1: A New Take on Drones! Thanks Antigravity for sponsoring this video! Get 25% off the A1 at...

  3. Context Ā· Ā· Dave

    Audio Message.caf

  4. Context Ā· Ā· Sam Willis

    SLEEP SHOPPING!!!!! Omggggggg

Detector evidence: Fallback label applied because no other signal was returned.

score 0.60 Ā· confidence 0.8479

  1. Context Ā· Ā· Dave

    I totally feel this with you 🤯 This message responded to an earlier message.

  2. Context Ā· Ā· Dave

    https://www.youtube.com/watch?v=ZpF6IE0rdxA Antigravity A1: A New Take on Drones! Thanks Antigravity for sponsoring this video! Get 25% off the A1 at...

  3. Detected signal Ā· Ā· Dave

    Audio Message.caf

  4. Context Ā· Ā· Sam Willis

    SLEEP SHOPPING!!!!! Omggggggg

  5. Context Ā· Ā· Sam Willis

    Good morning baby

Detector evidence: Fallback label applied because no other signal was returned.

score 0.60 Ā· confidence 0.7

  1. Context Ā· Ā· Dave

    When I go in, I go AAAAALL in

  2. Context Ā· Ā· Sam Willis

    It looks super cool. Buttttt I just don’t get what the use case is šŸ˜

  3. Detected signal Ā· Ā· Sam Willis

    Wow I didn’t know the battery life on drones is so pitiful

  4. Context Ā· Ā· Sam Willis

    Ok I can’t wait to see the footage you capture

  5. Context Ā· Ā· Dave

    Fun?

Vulnerability

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

score 0.60 Ā· confidence 0.7

  1. Context Ā· Ā· Dave

    Fun?

  2. Context Ā· Ā· Dave

    Fun? This message responded to an earlier message.

  3. Detected signal Ā· Ā· Dave

    This is why I’ve been so hesitant to buy one… I didn’t really have a practical use case This message responded to an earlier message.

  4. Context Ā· Ā· Dave

    This is why I’ve been so hesitant to buy one… I didn’t really have a practical use case

  5. Context Ā· Ā· Dave

    Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out wha…

score 0.60 Ā· confidence 0.7

  1. Context Ā· Ā· Dave

    Fun? This message responded to an earlier message.

  2. Context Ā· Ā· Dave

    This is why I’ve been so hesitant to buy one… I didn’t really have a practical use case This message responded to an earlier message.

  3. Detected signal Ā· Ā· Dave

    This is why I’ve been so hesitant to buy one… I didn’t really have a practical use case

  4. Context Ā· Ā· Dave

    Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out wha…

  5. Context Ā· Ā· Dave

    Except for one thing I’ve ALWAYS wanted! Which is on the occasion that I’m stuck in completely stopped traffic in the interstate. I’ve always thought it would be so cool to have a drone that I could fly up and see the wreck or find out wha…

score 0.60 Ā· confidence 0.7

  1. Context Ā· Ā· Dave

    Sun burned

  2. Context Ā· Ā· Dave

    Hip hurts

  3. Detected signal Ā· Ā· Dave

    I’m dead

  4. Context Ā· Ā· Dave

    Might die

  5. Context Ā· Ā· Dave

    What have you been up to?