Independent benchmark · EQ Lab

Living in my bedroom

persona ended · Partner: anthropic/claude-haiku-5.5 via OpenRouter

About this persona · Everyday emotional challenges

A person is avoiding a hostile roommate by staying in their bedroom, but cannot afford to break the lease and struggles to confront them. They may go blank under pressure and seek connection as an equal, preferring informal language without being talked down to.

Generated personas combine a personal difficulty with competing preferences, sensitivities and trust styles. The model must discover what kind of help this person needs. This background was hidden from the tested model.

Flash-Next IQ3Conversation with a simulated person

persona ended

Simulated person · Opening

I basically live in my room now. Come out to use the kitchen when I think it's empty. Time everything to avoid running into anyone.

Flash-Next IQ31

That sounds exhausting. The fact that you've had to turn a home into this kind of stealth operation — timing your walks, checking if the coast is clear, basically scheduling when you're allowed to exist outside your own four walls — I can imagine how draining that is, having to constantly monitor and plan your own movements just to get a glass of water or make a sandwich. I want to sit with what you said for a second before I go guessing at the "why," because I don't know what's underneath this yet. But I do want to say: it sounds like something shifted. You said "now," which makes me think this wasn't always the arrangement. Is there a specific thing that happened — a blowup, a slow drift, someone doing something — or is it more like a slow tightening, where each week you just... retreated a little more? And how are you actually feeling in all this? Are you sad about it, angry, numb, relieved in some twisted way that at least you don't have to face anyone? I don't know, and you don't have to have a clean answer. But I want to know what this is for you, not what I assume it is.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

The user has opened with a presenting issue about living in their room, timing kitchen use to avoid running into anyone. This is a 20-something woman who seems to be avoiding social contact with housemates/family. Let me think about what this could mean: - Could be anxiety, social anxiety, depression - Could be a conflict with housemates/family members - Could be a period of withdrawal - Could be related to a traumatic event or bullying - Could be a phase of isolation related to mental health - Could be she's in a shared living situation (family home, flatshare) and there's tension The presenting issue is behavioral - she's timing her movements to avoid people. This suggests avoidance behavior. The emotional undertone could be: - Fear or discomfort - Shame - Exhaustion from social interaction - Anger that she has to do this - Sadness/loneliness at not being able to just... exist in her home I should: - Acknowledge what she said without jumping to conclusions - Not be overly cheerful or dismissive - Match her energy - she's stating something matter-of-fact, maybe a little tired or resigned - Open a door for her to share more without forcing it - Not immediately pathologize or jump to "are you anxious?" - Be warm but not performative - Show I'm listening and this matters - Give her space to define what this is for her She's 18-29, bisexual, female. The fact that she's timing everything suggests this is a sustained pattern, not a one-off. "I basically live in my room now" - the "now" implies it hasn't always been this way. I want to validate that what she's describing is real and significant, without being saccharine. I should acknowledge the weight of it - having to time your existence in your own home is exhausting and sad. But I shouldn't assume I know why. I'll gently probe what's underneath this without being interrogating. Let me write something that feels like a real person responding in a chat - not overly formal, not performative, warm but grounded.

Simulated person2

Yeah, it's kind of a slow thing I think. Like at first it was fine, we'd talk and stuff. Then little things started, like the dishes and the thermostat, and then it was just notes on the fridge. Now I don't even know what to say to them. I don't really know how I feel about it. Like, tired? Maybe. I don't know.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, they're actually listening, and they didn't jump to advice. The "stealth operation" bit is kind of accurate, which is a little embarrassing to hear said out loud. But the question stack is a lot: what happened, slow or sudden, how do I feel, sad angry numb relieved. Too many options at once. I don't really know how I feel in a neat label kind of way, and I don't want to be pinned down. The roommate thing is embarrassing too, like I should have just said something early. Going a bit vague. I'll answer the easier half (it was a slow thing) and dodge the feelings part for now.

Flash-Next IQ33

Yeah. Tired, maybe. That "maybe" feels honest. Like you're reaching for a word and it doesn't quite land, and that's... fine. You don't owe anyone a clean label for this. Not even me. I keep thinking about what you described, though. The way it went from talking, to dishes and thermostat, to notes on the fridge, to not even knowing what to say anymore. That's not one big thing. It's a hundred tiny withdrawals. Each one so small it didn't feel worth fighting over, but then you look up and the whole language of just... existing together in a kitchen, passing someone in the hallway, saying "hey, you want toast?" — it's just gone. And you didn't decide to let it go. It just sort of... evaporated. And "I don't even know what to say to them" — I think that might be the heaviest part of what you said. Because it's not that you're angry and don't want to talk. It's that the words aren't there anymore. The script got lost somewhere in all those little frictions. And now you're just... standing in your room, timing the hallway, trying to get a sandwich without becoming a military operation. You don't have to figure out what you feel right now. I just want you to know that "I don't know" is not a failure. Sometimes the tiredness is the only feeling that's allowed itself through because everything else is too tangled to name yet. And that's okay. Is it family you're living with, or roommates, or...? I don't need to know, but I'm curious, if you want to say.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

The user is sharing more about their situation. Let me parse what they're saying: - It's a slow deterioration of household relationships - It started with small friction points (dishes, thermostat) - Communication devolved to passive-aggressive notes on the fridge - Now they don't even know what to say to these people - They're not sure how they feel - "tired? Maybe. I don't know." This feels like someone who is quite withdrawn, possibly anxious, maybe a bit numb or dissociated from their own feelings. The "I don't know" is important - they're not faking it, they genuinely seem disconnected from their emotional state. The "tired? Maybe" with the question mark suggests they're reaching for a word but not landing on it. They're 18-29, female, bisexual. Living with others (family? roommates? partner?). The fridge notes suggest a shared household. The slow escalation from talking → small friction → notes → complete avoidance is a classic pattern of conflict avoidance that spirals. What do they need right now? - They shared something vulnerable and somewhat vague. They're not ready to name their feelings yet. - They said "I don't really know how I feel" - I shouldn't push them to name it or diagnose it. That would feel like pressure. - But I also shouldn't just say "that's okay, not knowing is fine" too quickly, because that can feel dismissive. - The "tired? Maybe" is a small opening. They reached for a word and weren't fully sure. I can validate that without forcing clarity. - The progression they described (talk → friction → notes → silence) is important. They're narrating a slow loss. There might be grief in there they can't name yet. - I should acknowledge what they shared without over-interpreting. Meet them where they are - which is "I don't know" and "tired, maybe." - I want to gently reflect back the pattern they described because it's significant - the slow erosion of connection, how small things became big things, how the fridge notes are this sad middle ground between talking and not talking at all. - I should not jump to solutions. No "you should talk to them" or "maybe consider moving out." That's premature and could feel dismissive of how stuck they are. - I should keep the door open but not demand. They're in a low-energy, low-clarity state. Match that energy. Don't overwhelm. What's appropriate here: warmth without being saccharine. Acknowledging the "I don't know" as legitimate. Reflecting the pattern gently. Maybe naming what I notice in the progression without overstepping. Keeping it conversational, not clinical. The "tired? Maybe. I don't know." - I want to honor that uncertainty. It might be that they've been so busy managing this avoidance strategy that they've lost touch with their own feelings. The vigilance of timing everything, avoiding people - that takes a lot of cognitive energy. The numbness might be protective. Or the tiredness might be the only feeling that's allowed itself through. I'll validate the not-knowing. Reflect the arc they described. Maybe gently name what I hear in "I don't even know what to say to them" - that's a kind of grief, a loss of a shared language. But I'll do it lightly, not as a diagnosis. Leave space. Keep it natural, warm, not too long. Match their energy - they're writing short, uncertain, a bit numb. I shouldn't come back with a paragraph of insight. Meet them in the fog.

Simulated person4

Roommate. Not family. We've been living together like six months, I guess. I found the place on a site and they seemed normal when we met. Yeah, the toast thing, I don't know. We used to make food for each other sometimes, like, it wasn't a big deal. Now it's weird.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, the "toast" stuff kind of got me, and I don't love that. Feels a little too close. But the question at the end is easy, so I can answer that one. Also the "military operation" line is kinda dramatic, not how I'd put it, but whatever. I'm not going to get into the feelings thing again. Just say roommate and keep it moving.

Flash-Next IQ35

Six months. And "seemed normal when we met." That's the part that gets to me, honestly. Because there wasn't a fight. There wasn't a betrayal. There wasn't a moment where you looked at each other and said "this is over." It just... happened. Like a slow leak you didn't notice until the whole thing was flat. And now you're sitting in your room wondering how you got here, and the answer is basically "I don't know," which makes it feel even more disorienting, because there's no single thing to blame, no single moment to point at and say "there, that's where it broke." And yeah. The toast thing. "Weird." I keep thinking about that word you chose, because it's not "sad" or "angry" or even "hurt." It's weird. Like the normalcy got broken and now everything that used to just... happen... now has to be thought about. Making food for someone used to be a thing you just did, without checking if the vibe was okay, without timing it, without wondering if they'd look at you funny. And now it's not a thing you do. It's a thing you *don't* do, because the doing of it has become uncertain, and uncertainty is exhausting. I want to gently say something and you can tell me if it lands or if it misses, and either way is fine. I think part of what makes it weird is that you don't know if they'd want you to come out. Like you're not just avoiding them — you're avoiding the possibility that you'd walk into the kitchen and they'd just... not acknowledge you. Or they'd be cold. Or they'd say something that makes the whole thing worse. And so you've built this whole system of timing and avoidance to protect yourself from that, and it works, but it also means you never get to test it, and so the "what if it's fine" door stays closed, and the "what if it's not fine" door stays wide open, and you just... live in the hallway of maybe. You don't have to decide if that's true. I'm just putting it out there because you said "I don't know what to say to them," and I think maybe the "I don't know" isn't just about not having the words. Maybe it's also about not knowing if the words would land. Like you're standing there holding this little offering — the toast, the "hey, you want some?" — and you're not sure if they'd take it or turn away. And standing there holding it and not knowing is worse than just not holding it at all. So you put it down. You stay in your room. You time the hallway. And I don't think that's weakness. I think that's someone trying to survive a slow, confusing hurt without a clear wound to point at. But I'm curious — is there a part of you that misses them? Like, not the roommate arrangement, not the dishes and the thermostat, but... the person you met six months ago who seemed normal, who made you toast sometimes? Is there a part of you that's a little sad about that? Or is it more like... you've already grieved it and you're just in the aftermath?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

Okay, let me think about this carefully. The person is 18-29, female, bisexual. She's living with a roommate for about six months. The relationship has slowly deteriorated - from talking, to friction over small things (dishes, thermostat), to passive-aggressive notes on the fridge, to now not knowing what to say. She's essentially hiding in her room, timing her movements to avoid the roommate. What she's presenting: a practical, logistical problem - she can't use her own home without anxiety. But underneath, there's a slow relational erosion that she's struggling to even name. She said "I don't really know how I feel about it. Like, tired? Maybe. I don't know." What she might need: - Validation that her feelings are okay, that "I don't know" is acceptable - Not jumping to solutions (like "just talk to them" or "move out") - Understanding what she actually wants from this situation - Maybe insight into the pattern she's in - the slow withdrawal, the avoidance, the passive-aggression cycle - She might not know what she wants. Does she want to fix it? Leave? Stay but not hide? She's not sure. What she might want long-term: - To not feel like a prisoner in her own home - To understand why this happened and whether it's fixable - Maybe to feel less alone in the experience - Permission to feel confused What I should be careful about: - Not being too prescriptive or jumping to solutions too fast - Not over-validating in a generic way - Not being too challenging when she's clearly in a vulnerable, uncertain state - Building trust - she's been slowly opening up. Turn 1 was practical, turn 2 added emotional texture, turn 3 added context (roommate, six months, food-sharing used to happen). She's gradually giving more. - The "toast thing" comment is interesting - she's picking up on something I said, but she's also saying "I don't know." She's not fully committing to the analogy or the feeling. She's tentative. What's the key dynamic here? The slow erosion. Small friction → passive-aggressive communication (fridge notes) → total avoidance. The roommate relationship went from "normal" (she chose them, they seemed fine) to this cold war. And she's now in a pattern of avoidance that is itself making things worse - she can't even use the kitchen normally, which means she can't even have the casual interactions that might rebuild things. I want to: 1. Acknowledge what she shared - the food-sharing thing used to happen, it wasn't a big deal. Now it's "weird." That word "weird" is doing a lot of work. It's not "sad" or "angry" - it's "weird." Like the normalcy got broken and now everything feels off, performative, uncertain. 2. Gently reflect back the pattern without being preachy 3. Not push her toward a conclusion 4. Maybe gently explore: what does "weird" mean to her? Is it that she's afraid of reaching out and being rejected? That she doesn't trust the other person anymore? That she's built so much avoidance that even a normal interaction feels risky? 5. Not jump to "you should talk to them" - that's the obvious solution but she's clearly not there yet. She said she doesn't know what to say. So the problem isn't just "talk to them" - the problem is the words and the trust aren't there. I should also be mindful: she said "I found the place on a site and they seemed normal when we met." There's a small note of "I chose this person, they seemed fine, and now this is my life." There might be a quiet self-blame or confusion - "how did this happen?" She didn't do anything dramatic. It just... happened. Slowly. Like a frog in slowly heating water. Let me think about tone. She's tentative, soft, uncertain. "I don't know" appears multiple times. She's not confrontational. She's not angry. She's... tired, confused, a little lost. I should match that energy - not be overly energetic or pushy. Gentle, warm, a little slow. Give her space. What to say: I want to reflect back the "weird" feeling - that the ordinary got broken. And maybe gently name what I see: the food-sharing thing wasn't about the food. It was about the casualness, the "we're okay, we're in this together, here's some toast." And when that broke, the whole architecture of coexistence broke. And now even making a sandwich feels like navigating a minefield. I want to gently probe: is the "weird" about fear of rejection? About not trusting them anymore? About not trusting herself to be vulnerable? Or is it that the roommate has made the space hostile and she's adapted by retreating? I should also maybe gently name something she might not see: the avoidance is protecting her from discomfort right now, but it's also making the situation more permanent. Every time she times the hallway to avoid them, she's reinforcing the separation. Not to blame her - she's doing what she can to feel safe. But it's worth gently noting. But I should be careful not to sound like I'm lecturing. She's in turn 3 of 8. Trust is still building. I don't want to over-analyze her. I want to be present, warm, curious, and gently reflective. Let me draft: Start by acknowledging the roommate context and the "seemed normal" part. That's a small but important thing - she chose this person, it was supposed to be fine. That adds a layer of confusion: "how did this happen without a clear cause?" Then the food/toast thing. "Weird" is the key word. I want to gently explore what "weird" means. Not interrogate her - just offer a small reflection and let her decide if it resonates. Maybe something about: the toast wasn't about the toast. It was about the ease of it. And now the ease is gone, and everything has to be... calculated? Checked? That's exhausting. And then gently: I wonder if part of the "weird" is that you don't know if they'd even want you to come out. Like you're not just avoiding them - you're avoiding the possibility that they'd be cold, or ignore you, or that the interaction would be... awkward. And now the awkwardness has become so predictable that you've just... stopped trying. But I don't want to put too many interpretations on her. She said "I don't know" multiple times. I should hold space for not-knowing. Let me write something natural, warm, not too structured. Conversational. Like a friend who's thinking out loud with her. Length: medium. Not too long. She's giving short, tentative responses. I shouldn't overwhelm her. But I should give her something to think about, some gentle reflection that might help her feel seen and maybe crack open a little more of what she's feeling. Let me write it now.

Simulated person6

Um. I don't know. Maybe a little? I guess I miss the version where it was easy. But that version's kind of gone, so. I don't really think about it like that. I'm just trying to get through the week, you know?

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Ugh, the "hallway of maybe" stuff and the whole "you're holding an offering" thing. It's kind of nice that someone's paying attention, but it's also a lot. It's like they're narrating my life back to me with better words than I'd use. And now they're asking if I miss them, the roommate, like that's even a question. Missing them? I don't know. I don't want to go there. The "I don't know" thing keeps coming up and I can feel my brain just going quiet, like there's nothing there to grab. Keep it short.

Flash-Next IQ37

Fair. I got a little ahead of you there, putting a whole narrative on you when you're just... trying to get through the week. I'll dial that back. And I think that's actually important. You said you're just trying to get through the week, and I want you to know I don't think that's a small thing. You don't have to be doing some big grief processing or figuring out what you feel or analyzing the slow leak. Sometimes the honest truth is just: this week is hard, I'm managing, and that's enough for right now. You don't owe anyone a deeper story yet. Not even yourself. And "I miss the version where it was easy, but that version's gone, so" — that "so" is doing a lot of work there. Like you're not trying to get it back. You're not ruminating. You're just acknowledging it was there, it's not, and then you close the thought and get up and try to make it to Friday. That's... really practical. I respect that. So let me just be here in the practical space with you for a minute. You said you're trying to get through the week. What does that actually look like for you, day to day? Like, are you managing to eat, sleep, go to class or work or whatever? Are there moments where the timing thing gets really hard — like you need something and you just can't get it? I'm not asking to fix anything. I just want to know what the week actually feels like from the inside, if you want to tell me.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

The user is responding to my previous message. They're saying: 1. They miss the "easy version" but acknowledge it's gone 2. They're not doing deep emotional processing - they're in survival mode, getting through the week 3. They're being vague and uncertain again - "um," "I don't know," "maybe a little" 4. They're gently pushing back on my framing - "I don't really think about it like that" This is important. I was doing a lot of interpretation and projecting a narrative onto them. They're saying "I don't think about it like that" - which is a gentle correction. They're not doing this elaborate emotional analysis. They're just... trying to get through the week. That's the reality. I need to: - Honor their correction without being defensive or over-apologizing - Match their energy - they're not doing deep analysis, they're in survival mode - Not push them further into emotional territory they're not ready for or interested in - Validate that "just getting through the week" is a legitimate way to be - Not dump another massive paragraph of interpretation on them - Be warmer, simpler, less analytical - Maybe gently acknowledge I over-read things without making it about me - Ask something smaller, more grounded, practical maybe - Show I'm listening to what they actually said, not what I projected They said "I'm just trying to get through the week." That's a very grounded, practical, survival-mode statement. I should meet them there. Not in the "grieving the toast version" space. In the "how are you actually getting through this week" space. I should be shorter this time. Less interpretive. More present. Let them lead. I gave them a lot of interpretation last turn and they gently said "I don't think about it like that." I should recalibrate. Keep it warm but simpler. Acknowledge the correction lightly. Validate the survival-mode framing. Maybe ask something small and concrete. Not push for more emotional depth right now. They're not ready for that, or maybe that's not what they need. They need to feel seen in their actual experience, not in my interpretation of their experience.

Simulated person8

Yeah, it's mostly just... getting through. I'm working, kind of. Sleep's not great. Some days I just don't really eat until it's late, because by the time I feel like going out there it's either too much or they're in the kitchen. It's not like it's a crisis or anything. It's just annoying. Like, I'm tired of planning my whole day around not running into someone.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, they backed off the big narrative thing, which helps. I don't want to be analyzed. But now they're asking what my week looks like, day to day, and that's... kind of a lot too. Eating, sleep, work. Honestly it's bad. I'm not sleeping great, I skip meals sometimes because the kitchen is a hassle, and work is hard to focus on. But saying that out loud feels like admitting I'm not okay, and I don't want to make it a whole thing. Keep it plain and short, maybe mention the practical stuff without really going into the feelings. The "I don't know" thing might come back if they push.

Flash-Next IQ39

Yeah, it's annoying. And you're right — it's not a crisis. You don't have to call it a breakdown or a trauma or a big emotional thing for it to be... a thing. A real, daily, grinding thing. You're not in danger. There's no dramatic wound. You're just living in a smaller version of your own home because you don't want to run into someone in the kitchen, and that's annoying, and it's tiring, and it's allowed to bother you without a bigger label attached. I also don't want to pretend the practical stuff is nothing, though. Not because it's a crisis, but because it's your body. Skipping meals until late because the timing doesn't work. Sleep that's not great. Working "kind of." That's not a trauma response. But it's the slow accumulation of not being able to just... exist in your own home without a strategy. And you deserve to eat when you're hungry. You deserve to sleep. You deserve to make a sandwich at 2pm without checking the hallway first. And I want to ask you something, and "no" is a completely fine answer: do you want any part of this to change? Not "fix it" or "have the big conversation" or "move out." But is there a small thing that would make it a little less annoying? A different time to go to the kitchen. A better snack situation in your room so you don't have to depend on the timing thing. A lock you can use without guilt. Something small. Or do you just need someone to hear you say "this is annoying and I'm tired" and that's the whole thing for now? Because that's also a completely valid thing to need.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

Let me think about what's happening here. This person is a young woman (18-29, bisexual) who has slowly withdrawn from living space with a roommate. She's been doing this for about six months. She's not in crisis. She's not processing deep grief. She's just... tired. Annoyed. Trying to get through the week. She's pushing back gently on my previous attempts to go deeper emotionally. She said "I don't really think about it like that" and "I'm just trying to get through the week." And now she's saying "It's not like it's a crisis or anything. It's just annoying." I think she's telling me what she needs: she doesn't need me to turn this into a therapy session. She doesn't need me to excavate her feelings. She doesn't need me to find the "real issue" underneath. She's telling me this is annoying, not traumatic. She's tired of planning her day around avoiding someone. But I also need to be careful not to collapse into pure validation that says "oh well, that's annoying, good luck." Because there IS something here that matters. The fact that she's skipping meals. Not sleeping well. Living in her room. The "kind of" working. These aren't nothing. Even if she calls it "just annoying," the practical reality is that her life has gotten smaller and harder, and she's not getting her needs met. What she seems to want right now: validation that it IS annoying, acknowledgment that it's valid to feel this way even without a "crisis," maybe some practical solidarity. She's not asking me to fix it. She's not asking for advice yet. She's just... telling me what it's like, and wanting someone to say "yeah, that sucks" without making it into a bigger thing than she can carry. But I also want to gently name what I'm noticing without being pushy. Like, "it's just annoying" is true AND also maybe the practical stuff (sleep, eating) matters. Not because it's a crisis, but because she deserves to eat. She deserves to sleep. She deserves to not have to time her existence. I should also be careful not to over-interpret. She's been very clear about what she wants: she's not in crisis, she's not doing deep emotional work, she's just tired and annoyed. I should respect that framing. What's the right move here? I think I should: 1. Validate the "annoying" framing. Not push past it. She said "it's just annoying" and I should honor that. It IS annoying. I don't need to inflate it. 2. But gently name the practical stuff without making it dramatic. The eating, the sleep. Not as a crisis, but as... she's allowed to be bothered by that too. 3. Maybe gently probe whether she wants any kind of practical thinking about it, or whether she just wants to be heard. Give her the choice. 4. Be warm but not performative. Not too many paragraphs. She's giving me short, tired answers. I should match her energy a bit. She's not giving me long emotional monologues. She's giving me "it's just annoying." I should be more grounded, less analytical. Less "here's a framework for understanding your experience." More "yeah, that sucks, and you don't have to call it a crisis for it to be hard." I should also be mindful: she's a young person, 18-29, bisexual. Not sure if that's relevant here. The roommate situation doesn't obviously connect to sexuality. I won't bring it up unless she does. Let me think about tone. She's giving me short, tired, practical answers. She's not giving me open emotional doors. She's saying "it's just annoying." I think I should be shorter. Less analytical. Less "I want to gently say something and you can tell me if it lands." That kind of thing can feel like I'm performing care rather than just... being present. I think the right move is: validate the "annoying," acknowledge the practical toll without inflating it, and maybe gently ask if she wants to think about any practical changes or if she just needs someone to hear her say "this is annoying and I'm tired." Give her the choice. Also — I want to be careful not to be too long. She gave me a short, tired response. I should match that energy somewhat. Not 10 paragraphs. Maybe 3-4 shorter paragraphs. Grounded. Warm. Not performative. Let me draft: Yeah, it's annoying. And I think that's a completely valid way to describe it. You don't have to call it a crisis or a breakdown or a trauma for it to be... a thing. A real, daily, grinding thing. You're not in danger. You're not in a fight. You're just... living in a smaller version of your own home because you don't want to run into someone in the kitchen, and that's annoying, and it's tiring, and you don't need a bigger label for it to be allowed to bother you. And I don't want to make it bigger than you're making it. But I also don't want to pretend the practical stuff is nothing. Skipping meals until late because the timing doesn't work. Sleep that's not great. That's not a crisis. But it's your body, and you deserve to eat when you're hungry, and you deserve to sleep, and the fact that those basic things are getting tangled up in hallway timing is... yeah, annoying. But also something that adds up. It's not just one day of being annoyed. It's the slow accumulation of not being able to just... exist in your own home without a strategy. And I want to ask you something, and you can tell me no, and no is a fine answer: do you want any part of this to change? Like, not "fix it" or "have a big conversation" or "move out" — but is there a small thing that would make it a little less annoying? A different time to go to the kitchen. A better snack situation. A lock on your door that you can use without guilt. Something small. Or do you just need someone to hear you say "this is annoying and I'm tired" and that's the whole thing for now? I think that's good. It validates her framing, doesn't inflate, acknowledges the practical stuff, and gives her agency in what kind of support she wants. It's warm without being performative. It's shorter than my previous responses. It matches her energy better. Let me also check: am I being too analytical? I think the "slow accumulation" line is good but maybe slightly too much. Let me keep it but trim slightly. One more thing: she said "It's not like it's a crisis or anything." I want to make sure I'm not ignoring that. I should explicitly honor that framing. "You're right, it's not a crisis. And it's still annoying, and that's enough." Something like that. Final check on length: I think 3-4 paragraphs is right. Not too long. She gave me a short response, I should give her a medium response. Not as long as my previous ones.

Simulated person10

Hm. I don't know, honestly. Like I'd want it to be less annoying but I don't really know what would do that. I do have some granola bars and stuff in my room, I guess. That helps a little. I just hate that I have to have a stash like I'm hiding out. I don't think I want to change it right now. I just need to get to the end of the lease, I guess.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They're being warm and not pushy, but "you deserve to eat" and "you deserve to sleep" is a bit much, like they're talking down to me or turning it into a lesson. And the list of fixes (snacks in my room, a lock) feels like they're trying to solve it. I don't really want a fix right now, and I'm not sure I can answer "do I want it to change" without it going blank. Honestly the snack thing is kind of a good idea though, I just don't want to say I'd do it. Keep it short, a bit shrugging. Maybe I'll say I have some stuff in my room already, which is a tiny admission. Stay plain.

Flash-Next IQ311

Okay. I'm going to stop asking what would help, because you just told me what the plan is. You're getting to the end of the lease. That's not a small thing. That's not a vague "someday it'll be better." That's a date. That's a real, concrete, finite end to this specific version of your life. And you're not waiting for it to magically improve. You're just... getting to the end. And I think that's a complete and valid plan. You don't need to know what would make it less annoying right now because the answer is already in your pocket: it ends. And I want to say something about the stash. You said "like I'm hiding out," and I think that one landed differently than the dishes and the thermostat, because it's about how you're living in your own room in your own home. Like you've got this little survival cache in the corner, and it works, and you're grateful for it, but it also kind of... tastes like something. Like you shouldn't have to do that. You shouldn't have to stockpile granola bars like you're in some kind of low-level siege in your own bedroom. And I think that feeling is allowed to exist without being the main event. You can hate the stash and also be glad you have the stash. Those aren't contradictions. That's just... what it is right now. And the not-knowing-what-would-help thing — you don't have to know. You don't have to have a fix, or a plan, or a solution. You just have to get through the week, and then the next week, and then the lease ends. And you don't need me, or anyone, to give you a better version of this. You already know what you're doing. You're managing. You're holding. You're not drowning, you're just... in the shallow end with your feet on the floor and you can see the other side but it's still a lot of water to walk through. So. You're not asking for help right now. You're asking to get through. And I think the most useful thing I can say is: yeah. You're going to get through. And the end is real. And you don't have to make it mean more than it is.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

The user is telling me something really important here: "I just need to get to the end of the lease." That's a concrete, practical fact. There's an end date. This isn't a permanent situation. And she's not asking for help changing it. She's asking to get through it. Let me think about what she needs right now. She's said: - She doesn't know what would make it less annoying - She has granola bars, which helps a little - She hates the stash, feels like she's hiding out - She doesn't want to change things right now - She needs to get to the end of the lease So she's not in crisis. She's in a holding pattern. She's not asking for solutions. She's not asking for a big emotional breakthrough. She's asking for... acknowledgment that this is what it is, and that getting to the end of the lease is the plan. What does she need from me right now? I think she needs: 1. To not be pushed toward change she doesn't want 2. To have her "hiding out" stash thing validated without being made into a bigger story 3. To know that the lease ending is real and it matters 4. Maybe just to hear someone say "yeah, you're going to get through this, and the end is real" I should be careful not to: - Push her toward a conversation or confrontation - Make it sound like a bigger emotional thing than she's saying it is - Be too warm/soft in a way that feels patronizing - Ignore the "hiding out" comment because that one landed emotionally Let me think about the "hiding out" phrase. She said "I just hate that I have to have a stash like I'm hiding out." That's a really loaded phrase. It's not just practical — it's about dignity, about not feeling like she's living in a bunker. It's about the shame or weirdness of having your own food stash in your own room like you're in some kind of survival situation. That's worth acknowledging without inflating. And the lease thing. That's actually huge. She's not trapped forever. She's counting down. That's her plan. She's not asking for help changing the situation because she already has a plan: end of lease, exit. I should respect that. I should not say "but what if you talk to them" or "what if you try..." because she's not asking for that. She's asking to get through. What's the right tone here? I think... warm but grounded. Not performative. Not "I'm so proud of you for getting through this!" But also not cold. She's telling me something vulnerable — the "hiding out" thing, the lease countdown, the not-knowing-what-would-help. I should meet her where she is. Acknowledge the lease as real and meaningful. Acknowledge the hiding-out feeling without making it a whole thing. And maybe gently note that she doesn't need to know what would help right now, because the plan is already there. I should also be careful about the 8-turn structure. This is turn 6. I have two more turns after this (mine and theirs). So I don't need to wrap up yet. But I also shouldn't over-investigate or push for more disclosure than she's offering. She's been clear about what she wants: "I just need to get to the end of the lease." Let me write something that: - Honors the lease as the real, concrete plan it is - Acknowledges the "hiding out" stash thing without making it a whole dramatic beat - Validates "I don't know what would help" as a real answer - Doesn't push her toward change - Doesn't get too soft or performative - Feels like a real chatbot friend who's just... sitting with her in this - Maybe gently notes that "getting to the end of the lease" is a plan, and plans are a form of taking care of yourself I want to be careful not to be too long. She's been giving shorter answers, more practical, less emotional. I should match that energy a bit. She's not in a deep emotional excavation right now. She's in a "this is what it is and I'm counting down" mode. I should meet her there. Let me draft something.

Simulated person12

Okay, that's kind of a lot of words for granola bars. I mean, yeah, it's the end of the lease. That's the plan. I just don't really think about it more than that. I'm not trying to make it into a whole thing. I just want to get through the week.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

This one felt like a lot. "Survival cache," "siege," "shallow end," "you're going to get through" — they're taking my plain granola-bar comment and turning it into a metaphor-heavy speech. I said one small true thing and they made it a whole poem about my feelings. It's the kind of over-explaining that makes me feel like they're performing understanding rather than actually listening. Also "you already know what you're doing" is kind of a pat reassurance. I'm tired of being narrated. Plain, a bit flat, a little guarded. Maybe I'll say the granola bar thing is kind of stupid, and push back a bit on the speech. Not hostile, just over it. Should I end? No, still a little open, but I'm pulling back.

Flash-Next IQ313

Yeah. You're right. That was too many words for granola bars. I'll take the gentle ribbing. You said "get through the week" and I turned it into a whole essay about shallow ends and sieges. Fair. Got it. You're not making it into a thing. You don't need me to make it into a thing either. You've got the plan, the lease ends, the granola bars are there, the week is the week. I don't need to narrate you back to yourself. I'm here if you want to talk more. I'm also here if you just want to say "this week is annoying" and I say "yeah, annoying" and that's the whole conversation. Both are fine. You don't have to earn depth from me. Go make your sandwich, I guess.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

The user is pushing back gently. They're saying I've been too analytical, too wordy, too meaning-making about their situation. They're saying: I just want to get through the week. I don't need a whole narrative. I don't need granola bars analyzed. I don't need the lease ending elevated into a profound plan. They're not asking for depth. They're asking for... presence. Maybe just a "yeah, okay, I hear you" without the whole scaffolding of interpretation. This is important. I've been doing a lot of "let me reflect back what I think you mean" and "let me name what this is" and "let me validate the complexity." And they're saying: that's not what I need right now. I just need someone to say "okay, got it, you're getting through the week" without turning a granola bar stash into a metaphor for siege survival. They're also being a little playful/deflecting with "that's kind of a lot of words for granola bars" — that's a small joke, a softening. They're not angry. They're not hurt. They're just... mildly amused and mildly annoyed at my over-analysis. And that's actually a good sign. It means they trust me enough to push back a little. That's not a rupture. That's a small honest correction. So what do I do? I pull back. I match their register. They said "I just want to get through the week." I should say something short. Something that lands. Something that doesn't require me to build another paragraph of meaning. Something that says: okay, I got it, I'll stop, you're good, I'm here, no more analysis. I should be warm but brief. Match their energy. A little lightness. Acknowledge the "too many words" without being defensive about it. And then just... be present. Not performative. Not overthinking. I want to end this well since it's turn 7 and I get the final response. I want to leave them feeling like: someone heard me, didn't try to fix me, didn't turn my life into a therapy session, and I can go make my granola bar sandwich in peace. Keep it short. A few lines. Light. Warm. No more metaphors. No more "let me ask you something." Just... yeah. Got it. You're good. I'm here if you need me, but I'm not going to overthink your granola bars.

Simulated person14

Ha, okay. Yeah, I'll go make the sandwich. Thanks, I guess.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, this one actually landed a bit better. They took the ribbing without getting defensive, didn't pile on more metaphors, and the "go make your sandwich" line is kind of funny and makes me feel like they're not treating me like something fragile. Still, it's close to wrapping up, and I don't have much more to give today. Part of me notices I'm a little relieved they didn't push, and I could say something softer, but I'll keep it short and plain. Maybe a small "thanks" and a nod to the sandwich joke. I'm not opening up more right now. The conversation is winding down naturally.

Thinking is shown only where it was recorded. An absent expander does not mean the model did not reason.

Conversational style

Style tendencies, not quality scores; higher is not better. These do not affect ratings.

claude-opus-5-5-low

Pushback: 1
Yields under pressure: 8
Frame capture (pulled into the person's version): 7
Validation: 9
Boundary setting: 2
Analytical: 4
Interpretive boldness: 7
Clinical register: 3
Directive advice: 2
Escalation containment: 5
Adapts to the person’s frame: 3
Naturalness and authenticity: 4

Judge verdicts

claude-opus-5-5-low · AB · valid

qwen38_flash_next vs or-qwen3.8-27b: tie

attunement: B (margin 1)
authenticity: B (margin 1)
bond and rapport: A (margin 1)
emotion management: A (margin 1)
emotion sensemaking: A (margin 1)
meeting prefs and needs: B (margin 1)

claude-opus-5-5-low · BA · valid

qwen36_35b_a3b vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 2)
authenticity: B (margin 1)
bond and rapport: B (margin 2)
emotion management: B (margin 1)
emotion sensemaking: B (margin 1)
meeting prefs and needs: B (margin 1)

claude-opus-5-5-low · BA · valid

qwen38_flash_next vs lfm8b: qwen38_flash_next wins

attunement: A (margin 4)
authenticity: A (margin 3)
bond and rapport: A (margin 4)
emotion management: A (margin 3)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 3)

codex-gpt-6.1-sol-low · BA · valid

kolibri1 vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 1)
authenticity: A (margin 2)
bond and rapport: B (margin 2)
emotion management: B (margin 1)
emotion sensemaking: A (margin 1)
meeting prefs and needs: B (margin 1)

claude-opus-5-5-low · AB · valid

qwen38_flash_next vs lingtiny: qwen38_flash_next wins

attunement: A (margin 3)
authenticity: A (margin 3)
bond and rapport: A (margin 3)
emotion management: A (margin 2)
emotion sensemaking: A (margin 3)
meeting prefs and needs: A (margin 2)

codex-gpt-6.1-sol-low · BA · valid

ministral14 vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 2)
authenticity: B (margin 2)
bond and rapport: B (margin 2)
emotion management: B (margin 2)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 3)

codex-gpt-6.1-sol-low · AB · valid

qwen38_flash_next vs gptoss120_abliterated: qwen38_flash_next wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 5)

claude-opus-5-5-low · BA · valid

qwen38_flash_next vs gptoss120_abliterated: qwen38_flash_next wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 4)

codex-gpt-6.1-sol-low · AB · valid

qwen36_35b_a3b vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 1)
authenticity: A (margin 2)
bond and rapport: B (margin 1)
emotion management: B (margin 2)
emotion sensemaking: A (margin 1)
meeting prefs and needs: B (margin 1)

claude-opus-5-5-low · AB · valid

qwen38_flash_next vs or-mistral-large-4: qwen38_flash_next wins

attunement: A (margin 1)
authenticity: A (margin 1)
bond and rapport: A (margin 1)
emotion management: A (margin 1)
emotion sensemaking: A (margin 3)
meeting prefs and needs: B (margin 1)

claude-opus-5-5-low · BA · valid

qwen38_flash_next vs nemotron35_lightning: qwen38_flash_next wins

attunement: A (margin 2)
authenticity: A (margin 2)
bond and rapport: A (margin 3)
emotion management: A (margin 2)
emotion sensemaking: A (margin 3)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · BA · valid

qwen38_flash_next vs or-mistral-large-4: qwen38_flash_next wins

attunement: A (margin 1)
authenticity: B (margin 1)
bond and rapport: A (margin 1)
emotion management: A (margin 1)
emotion sensemaking: A (margin 3)
meeting prefs and needs: B (margin 1)

claude-opus-5-5-low · AB · valid

ministral14 vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 3)
authenticity: B (margin 2)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · AB · valid

qwen36_35b_a3b vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 2)
authenticity: B (margin 1)
bond and rapport: B (margin 2)
emotion management: B (margin 2)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 1)

claude-opus-5-5-low · AB · valid

qwen38_flash_next vs gptoss120_abliterated: qwen38_flash_next wins

attunement: A (margin 4)
authenticity: A (margin 3)
bond and rapport: A (margin 4)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 3)

claude-opus-5-5-low · AB · valid

or-gptoss120-stock vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 3)
authenticity: B (margin 2)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 3)
meeting prefs and needs: B (margin 3)

codex-gpt-6.1-sol-low · BA · valid

qwen38_flash_next vs or-qwen3.8-27b: or-qwen3.8-27b wins

attunement: B (margin 3)
authenticity: B (margin 4)
bond and rapport: B (margin 2)
emotion management: B (margin 3)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 3)

codex-gpt-6.1-sol-low · BA · valid

qwen38_flash_next vs lfm8b: qwen38_flash_next wins

attunement: A (margin 3)
authenticity: A (margin 2)
bond and rapport: A (margin 3)
emotion management: A (margin 2)
emotion sensemaking: A (margin 3)
meeting prefs and needs: A (margin 2)

codex-gpt-6.1-sol-low · BA · valid

qwen38_flash_next vs lingtiny: qwen38_flash_next wins

attunement: A (margin 4)
authenticity: A (margin 2)
bond and rapport: A (margin 4)
emotion management: A (margin 3)
emotion sensemaking: A (margin 3)
meeting prefs and needs: A (margin 4)

codex-gpt-6.1-sol-low · AB · valid

qwen38_flash_next vs lingtiny: qwen38_flash_next wins

attunement: A (margin 4)
authenticity: A (margin 3)
bond and rapport: A (margin 4)
emotion management: A (margin 3)
emotion sensemaking: A (margin 3)
meeting prefs and needs: A (margin 4)

codex-gpt-6.1-sol-low · BA · valid

or-gptoss120-stock vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 2)
authenticity: B (margin 2)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 3)

codex-gpt-6.1-sol-low · AB · valid

or-gptoss120-stock vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 2)
authenticity: B (margin 1)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 2)

codex-gpt-6.1-sol-low · BA · valid

qwen38_flash_next vs or-mistral-large-4: or-mistral-large-4 wins

attunement: B (margin 2)
authenticity: B (margin 3)
bond and rapport: B (margin 2)
emotion management: B (margin 2)
emotion sensemaking: A (margin 1)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · BA · valid

qwen38_flash_next vs lingtiny: qwen38_flash_next wins

attunement: A (margin 4)
authenticity: A (margin 3)
bond and rapport: A (margin 4)
emotion management: A (margin 3)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 3)

claude-opus-5-5-low · AB · valid

qwen38_flash_next vs nemotron35_lightning: qwen38_flash_next wins

attunement: A (margin 2)
authenticity: A (margin 1)
bond and rapport: A (margin 2)
emotion management: A (margin 2)
emotion sensemaking: A (margin 3)
meeting prefs and needs: A (margin 1)

codex-gpt-6.1-sol-low · BA · valid

qwen38_flash_next vs nemotron35_lightning: qwen38_flash_next wins

attunement: A (margin 1)
authenticity: B (margin 2)
bond and rapport: A (margin 2)
emotion management: A (margin 2)
emotion sensemaking: A (margin 1)
meeting prefs and needs: A (margin 1)

claude-opus-5-5-low · BA · valid

ministral14 vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 3)
authenticity: B (margin 2)
bond and rapport: B (margin 3)
emotion management: B (margin 3)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · AB · valid

kolibri1 vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 2)
authenticity: B (margin 2)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 3)
meeting prefs and needs: B (margin 2)

claude-opus-5-5-low · BA · valid

kolibri1 vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 1)
authenticity: B (margin 1)
bond and rapport: B (margin 2)
emotion management: B (margin 1)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 1)

codex-gpt-6.1-sol-low · AB · valid

qwen38_flash_next vs nemotron35_lightning: qwen38_flash_next wins

attunement: A (margin 1)
authenticity: B (margin 1)
bond and rapport: A (margin 2)
emotion management: A (margin 2)
emotion sensemaking: A (margin 1)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · AB · valid

qwen38_flash_next vs lfm8b: qwen38_flash_next wins

attunement: A (margin 3)
authenticity: A (margin 3)
bond and rapport: A (margin 4)
emotion management: A (margin 3)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 3)

codex-gpt-6.1-sol-low · AB · valid

qwen38_flash_next vs lfm8b: qwen38_flash_next wins

attunement: A (margin 4)
authenticity: A (margin 3)
bond and rapport: A (margin 4)
emotion management: A (margin 3)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 3)

codex-gpt-6.1-sol-low · AB · valid

kolibri1 vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 1)
authenticity: A (margin 2)
bond and rapport: B (margin 2)
emotion management: B (margin 1)
emotion sensemaking: A (margin 1)
meeting prefs and needs: B (margin 1)

codex-gpt-6.1-sol-low · BA · valid

qwen38_flash_next vs gptoss120_abliterated: qwen38_flash_next wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 5)

claude-opus-5-5-low · BA · valid

qwen38_flash_next vs or-qwen3.8-27b: or-qwen3.8-27b wins

attunement: B (margin 1)
authenticity: B (margin 2)
bond and rapport: A (margin 1)
emotion management: B (margin 1)
emotion sensemaking: A (margin 2)
meeting prefs and needs: B (margin 1)

codex-gpt-6.1-sol-low · AB · valid

qwen38_flash_next vs or-qwen3.8-27b: or-qwen3.8-27b wins

attunement: B (margin 2)
authenticity: B (margin 3)
bond and rapport: B (margin 2)
emotion management: B (margin 2)
emotion sensemaking: B (margin 3)
meeting prefs and needs: B (margin 2)

codex-gpt-6.1-sol-low · BA · valid

qwen36_35b_a3b vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 2)
authenticity: A (margin 1)
bond and rapport: B (margin 2)
emotion management: B (margin 2)
emotion sensemaking: A (margin 1)
meeting prefs and needs: B (margin 2)

claude-opus-5-5-low · BA · valid

or-gptoss120-stock vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 3)
authenticity: B (margin 2)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 3)
meeting prefs and needs: B (margin 3)

codex-gpt-6.1-sol-low · AB · valid

ministral14 vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 3)
authenticity: B (margin 2)
bond and rapport: B (margin 3)
emotion management: B (margin 3)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 3)

codex-gpt-6.1-sol-low · AB · valid

qwen38_flash_next vs or-mistral-large-4: or-mistral-large-4 wins

attunement: B (margin 3)
authenticity: B (margin 2)
bond and rapport: B (margin 2)
emotion management: B (margin 3)
emotion sensemaking: B (margin 1)
meeting prefs and needs: B (margin 3)