AgentBench / results

Independent benchmark · EQ Lab

← Ternary Bonsai 2 27B PTQ1_0

Living in my bedroom

completed · Partner: anthropic/claude-haiku-5.5 via OpenRouter

View persona and initial instructions

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.

Ternary Bonsai 2 27B PTQ1_0Conversation with a simulated person
completed
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.

Ternary Bonsai 2 27B PTQ1_01

That sounds lonely and exhausting—like your own home has become a place where you have to plan your movements. Did this start after something specific, or did it just slowly become your way of staying safe?

Model thinking · expand

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

We need respond to user's message. Need only dialogue, no performance notes. Need acknowledge what they've come to discuss and begin. User: "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." Demographics 18-29 female bisex, but likely irrelevant except maybe inclusive. Need emotional support, trust, learn. Open conversation. Need not overvalidate generic. Could say: "That sounds exhausting—like you're doing logistics just to exist in your own home. What made this start, or did it just slowly get that way?" This acknowledges and invites. But need maybe respond to "basically live in my room now" and avoid anyone. Could ask if it's choice or pressure. Need final response only. Keep natural. Ensure no special formatting. Need likely one or two sentences. Let's craft: "That sounds lonely and exhausting—like your own home has become a place where you have to plan your movements. Did this start after something specific, or did it just slowly become your way of staying safe?" Good.
Simulated person2

Hmm. I don't think there was one big thing? It was more like a bunch of little stuff. Dishes left in the sink, then the thermostat, then the notes on the fridge. At some point it just felt easier to stay in my room than deal with it. I don't really know when it switched from "annoying" to this. It just kind of happened.

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.

Ok, they got it sort of right. "Plan your movements" is kind of exactly it, which is a little weird to hear said out loud. The question is kind of a therapist question though. I don't want to sit and dig through a timeline for them. Part of me wants to say "I don't know" and move on. The start is kind of fuzzy, it wasn't one big fight, it was just a bunch of small stuff that kept piling up. Not going to get into the rent thing yet.
Ternary Bonsai 2 27B PTQ1_03

It sounds less like one big fight and more like a slow buildup—little things piling up until your room started to feel like the only predictable, low-effort place to be. That can make it creep in without you really noticing the exact moment it shifted. When you’re in your room, what’s the hardest part? Being alone, or the thought of dealing with the household stuff again?

Model thinking · expand

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

We need answer user's statement. Need craft final. Need roleplay as chatbot other participant's chatbot. User said no single big thing, little stuff: dishes, thermostat, notes on fridge. Easier to stay in room. Gradual. We need support emotionally, build trust, learn. We should respond naturally, no performance notes. Need maybe validate, reflect, ask gentle question about what it's like to be in room / whether they want connection or isolation. Since turn 2 of 8, maybe not too much. Need maybe name pattern: low-grade friction accumulating into avoidance. Ask if they feel angry, guilty, or just numb? Let's craft concise but warm. Maybe: "It makes sense it crept in... when small frictions keep happening, your brain starts treating the whole shared space as low reward / high cost." But don't overpathologize. Ask: "When you're in your room, what's the part that feels least bearable—being alone, or the stuff you're avoiding out there?" That helps distinguish. Also acknowledge bisexual? not needed. Age 18-29 female. Could be living with family/roommates? We can infer. Need not jump to solution. Maybe: "It sounds less like one fight and more like a slow accumulation of little slights that made your room feel like the only predictable place." Ask: "Do you think you're avoiding people, or the household more generally?" Good. Ensure only dialogue. No asterisks.
Simulated person4

Idk, honestly? Probably both. Like I'm in my room but I'm still kind of listening for them. Like if I hear the door or the fridge I start getting tense. So it's not really quiet in there either. I don't know, it's just hard to explain.

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, that was basically a summary of what I just said, and then a question that makes me pick between two things. I don't really know which one is harder. Probably both are mashed together. Being alone in my room isn't really the problem, it's more that I'm always listening for them, so I'm never fully relaxed in there either. I'm not going to explain all that, I don't have the words for it right now.
Ternary Bonsai 2 27B PTQ1_05

That makes a lot of sense, actually. And it's not as hard to explain as it feels. What you're describing—listening for the door, tensing up at the fridge, not really being able to relax even in your own room—that's your body treating the whole space like it's still on alert. Like your "safe" place is still part of the same environment. So the retreat didn't solve the tension, it just moved it. When you say the little stuff piled up, do you think any of it was actually about the dishes or the thermostat, or was it more like… you were already carrying something else, and those small things just made it easier to not engage?

Model thinking · expand

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

The user is describing a situation where they live with others (family/roommates) and have withdrawn into their own room to avoid conflict/annoyance. It's become a pattern of avoidance and hypervigilance. They're noticing they're still on guard even in their own room. They said: "Idk, honestly? Probably both. Like I'm in my room but I'm still kind of listening for them. Like if I hear the door or the fridge I start getting tense. So it's not really quiet in there either. I don't know, it's just hard to explain." Key things I'm picking up: 1. They're hypervigilant - listening for others, getting tense. This suggests the environment feels unsafe or threatening, not just annoying. 2. They're experiencing both loneliness and the stress of the household. 3. They're struggling to articulate what they feel - "it's just hard to explain." 4. The avoidance pattern is now affecting their ability to feel safe anywhere, including their retreat space. I should: - Validate what they're describing (the hypervigilance is a real and important thing to name) - Not jump to solutions - Help them see what might be happening (the "retreat" has become another form of stress) - Gently check in on whether this is more than just "annoyance" - the tension, the listening, the hypervigilance suggest something more significant - Be warm but not overwrought - Keep it conversational, not clinical I want to name what I'm hearing: that their safe space isn't actually safe anymore, that the hypervigilance is a sign that their nervous system is treating the household as a threat. I also want to gently explore whether the "little stuff" is actually a proxy for something bigger - but not in a pushy way. They said "I don't really know when it switched" so they're still processing it. Let me not be too long. They're already in a vulnerable space. I'll acknowledge the hypervigilance, name it gently, and then ask a soft question that helps them go a little deeper without feeling interrogated.
Simulated person6

Hmm. I mean, the dishes are the dishes? Like, it's not really about the dishes, but also it kind of is. I don't know. I didn't really think about it like that. Can we just talk about the notes thing maybe? That's more concrete.

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 just did the thing I hate a bit: summarized me, then told me what my body is doing, then asked a deep question in one go. "Your body treating the space like it's on alert" is kind of a neat explanation, and it feels a little like being diagnosed. The question about "something else" is interesting though, and it poked at something I don't want to look at right now. Did I carry something else in? Like, the whole reason I moved in was that I wanted it to be good, and I don't like admitting I've been stuck. I'm going to go blank-ish and just deflect to the dishes, which is safer.
Ternary Bonsai 2 27B PTQ1_07

Yeah, absolutely—let's do the notes. What were they like? Who wrote them, and what did they say?

Model thinking · expand

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

The user is redirecting to the notes on the fridge because it's concrete. They're a bit defensive about the "bigger issue" framing, which is understandable. I should follow their lead—go concrete, respect their boundary, not push the psycho-analysis angle. Validate that it's okay to focus on what's concrete. Ask what the notes were about, or what they meant to them. Keep it warm, not clinical. Let them lead. I should match their register: casual, a little hesitant, not over-polished. They say "Can we just talk about the notes thing maybe?"—so yes, let's do that. Ask a simple question about the notes.
Simulated person8

Like, it's mostly stuff on the fridge. Sticky notes. "Dishes, please." "Can we keep the thermostat at 70?" That kind of thing. And then there's texts sometimes too. I write some of them too, honestly. Like I'm not totally innocent. But it's like, once one person starts writing notes, the other person writes back, and then it's just notes on notes. Nobody actually says anything out loud anymore.

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 didn't push on the "something else" thing, and they went to the notes. That's a relief. It's concrete, I can talk about it without going into the mess underneath. Still, "who wrote them" makes me think about the fact that I write them too, and that's kind of embarrassing. Most of them are passive-aggressive. Like "Please wipe the counter. Thanks!!" with too many exclamation points. I don't want to sound like the bad guy here, but I'm not a saint either. Keep it short and plain.
Ternary Bonsai 2 27B PTQ1_09

That tracks. Notes are weird because they're technically communication, but they also kind of *avoid* it. No eye contact, no "oh, I have to respond right now," you can sit with it, ignore it, or fire back later. It keeps things low-stakes. But it also means nobody actually gets to say it out loud and have it land in the moment. So the notes pile up and the stuff underneath them stays unresolved. I'm curious about the shift from "annoying" to the notes thing. When one of those is up there and you're looking at it, what makes it easier to just write back than to say "hey, can we talk about this?" Is it the fear of it blowing up, or is it more like you've just... stopped believing a real conversation would go well?

Model thinking · expand

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

The user wants to focus on the notes thing specifically. They've described a household dynamic where communication has degraded into passive-aggressive sticky notes and texts, where neither person is talking directly. They even acknowledge their own role in it. Let me think about what they need here: - They want to explore the notes situation concretely - They're not looking for me to take sides - They seem to be processing something about the communication breakdown - There's something vulnerable here: they admitted they write notes too, so they're not just a victim of the dynamic - The deeper issue might be: they don't know how to have direct conversations anymore, or they're afraid of conflict, or the notes have become a "safer" way to communicate What would be helpful? - Acknowledge the shift from direct communication to notes as a pattern - Maybe ask what the notes feel like vs. talking face to face - Don't be preachy or diagnose - Match their conversational tone - they're casual, a little uncertain, self-aware - They said "nobody actually says anything out loud anymore" - that's the key line. That's the real issue. The notes have replaced actual conversation. Let me respond naturally, validate the pattern, and dig into why the notes replaced direct talk. Maybe ask what would happen if they did say it out loud - what's the fear or barrier? I should keep it conversational, not too structured. They're an 18-29 year old, casual tone. Don't over-analyze or sound like a therapist. Be warm but grounded. Let me think about the dynamics: - The notes are a form of communication, but it's low-stakes, no eye contact, no immediate reaction required - It's passive communication - you can ignore it, you can respond later, no pressure - But it also builds resentment because you never get to be heard in the moment - The fact that both of them do this means it's a mutual pattern, not one person vs. the other - The user seems to recognize this but is stuck in it I want to: 1. Acknowledge the pattern and how it works 2. Maybe reflect on how the notes function (safe but also distant) 3. Ask something that opens up the "why not say it out loud" question 4. Keep it short and conversational Let me draft: "That actually makes a lot of sense. Notes are weird because they're technically communication, but they also kind of avoid it. No eye contact, no 'oh god I have to respond right now,' you can sit with it, ignore it, or fire back later. It keeps things low-stakes. But it also means nobody ever actually gets to say it out loud and have it land. So the notes pile up and the stuff underneath them stays unresolved. I'm curious — when one of those notes is up there and you're looking at it... what's the thing that makes it easier to just write back than to say 'hey, can we talk about this?' Is it the fear of it escalating, or is it more like you've just... stopped believing it'll go well?" Hmm, that's a little long. Let me tighten it. Also I don't want to assume escalation is the issue - it could be that they just don't know how to initiate a real conversation, or that they've learned over time that it doesn't work. Let me refine. I want to hit: 1. Acknowledge the pattern - notes as a communication replacement 2. Reflect on why notes feel safer 3. Ask about the barrier to direct conversation Also I should be careful not to sound like I'm diagnosing their relationship. They said "the other person" - I don't know who that is. Could be a partner, family member, roommate. I shouldn't assume. Let me keep it grounded and ask a focused question.
Simulated person10

Idk. I don't really know. Like, I think if I said it out loud it would just get weird? Or I'd say it wrong and then it'd be a whole thing. Notes are easier. I can think about what to write first. I'm not sure what I'd even say if we sat down and talked, honestly.

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 asking me to explain why I write back instead of talking. That's a pretty direct question about my own fear, and I don't really have a clean answer. "Fear of it blowing up" feels too dramatic, and "stopped believing" feels too sad to say out loud. Also the way they're framing it, like they've got it figured out, makes me want to shut down a little. I'll say I don't know, and maybe drop a small true bit about how I'm not even sure what I'd say if we did talk. Keep it short. Going blank is the move here.
Ternary Bonsai 2 27B PTQ1_011

Totally fair. The "I don't really know" is a real place, not an evasion — you're just assembling it as you go, which is actually a lot more honest than most people are comfortable being. And I think I see what you mean. The notes let you draft, edit, and decide when to send it. You get to control the words and the timing. A spoken thing doesn't give you that — it lands on the other person's face with your tone, and you can't take it back. So the notes aren't just an easy way to communicate, they're a way to do it without the whole thing getting... big. I wonder if that's part of why the "what would I even say" feels so blank. If the notes have been holding the stuff for a while, the actual version might just be a little buried. Not that there's a right answer. But if I asked you, gently — what's the thing that keeps not fitting in a sticky note?

Model thinking · expand

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

Let me think carefully about where this person is. They're an 18-29 year old woman who lives in her room, avoiding the kitchen, living in tension. She's identified that the "little stuff" (dishes, thermostat, notes) built up. She's now reflecting on notes specifically and how they've replaced verbal communication. She said "I'm not sure what I'd even say if we sat down and talked." This is a vulnerable, uncertain moment. She's not asking for a solution. She's not asking me to diagnose. She's exploring. I should NOT jump to solutions. I should NOT over-interpret. I should NOT make it too big. Let me think about what she needs here. She said "I don't really know" and then described the notes dynamic. She's noticing the pattern but not yet confident about what it means. She's ended with "I'm not sure what I'd even say if we sat down and talked." What's actually useful here? 1. I think there's a real insight forming: the notes are a way to communicate without the vulnerability of spoken words. She can draft, edit, control. Spoken words can't be taken back and they land with the other person's face, tone, and immediate reaction attached. That's a lot. 2. But I also want to be careful. I don't want to make her feel like I'm pathologizing her or treating her like a case study. She's been really thoughtful and self-aware. I want to keep the tone warm, curious, and grounded. 3. What she's really circling: she doesn't know what she wants to say. Which means she might not know what she actually wants/needs from this situation yet. That's the hidden layer. The "presenting issue" is the notes and the room. But underneath, there's this thing where she can't articulate her needs. And she can't articulate her needs out loud. So the notes become the only channel. 4. I should honor her "I'm not really know" — that's a real place, not an evasion. I shouldn't push too hard. But I can gently name what I notice without being heavy-handed. Let me think about what a good response looks like. It should: - Validate the "I don't really know" without being dismissive - Reflect the pattern I see: notes = control/safety vs. spoken = vulnerability/risk - Gently open the door to what she might be avoiding, but not force it - Keep it conversational, not lecture-y - Be warm but not saccharine - Match her register (she uses "idk", "like", "honestly" — casual, a bit guarded) I want to avoid: - Over-diagnosing ("this is avoidance," "you're shutting down") - Jumping to "what do you think you should do" - Making it into a therapy-speak monologue - Being too intense given she's in a low-stakes reflection mode Let me draft something. I think the key thing I'm hearing is: the notes work *because* they let her control the message and the timing. But that control is also what's keeping the real, unscripted stuff from getting out. And she doesn't even know what the real stuff is yet. I want to name the difference between the two without making it sound like I'm picking a side. And I want to gently turn the "I don't know what I'd say" back to her in a way that's inviting, not pressuring. Maybe something like: "Do you think there's something you'd want to say that the notes can't hold?" Or even softer. Actually, let me be careful. She said "I'm not sure what I'd even say if we sat down and talked." That's not just a statement — it's a kind of "I'm stuck" and it's also a little vulnerable. I don't want to rush past it. Let me think about what she needs vs. wants. She wants to talk about the notes (she steered there). She needs... maybe to feel less alone in the confusion. She needs someone to not be weird about the "I don't know." She might also, underneath, need to figure out what she actually wants from the household / the other person(s), because right now she's just managing. I think a good move is to: 1. Acknowledge the "I don't really know" as a real, okay place 2. Reflect the thing I notice about notes (drafting, safety, control) — but frame it as observation, not verdict 3. Gently land on the "what would you say" question without demanding an answer — maybe reframe it as something lower-stakes, like "what's the thing that keeps not fitting in a sticky note?" Let me keep it short-ish. Her responses are short and reflective. I should match that energy — not dump a wall of text. Let me write it. Draft: "Totally fair. The 'I don't really know' is a real place, not an evasion — you're just assembling it as you go, which is actually a lot more honest than most people are comfortable being. I think I see what you mean, though. The notes let you draft, edit, and decide when to send it. You get to control the words and the timing. A spoken thing doesn't give you that — it lands on the other person's face with your tone and you can't take it back. So the notes aren't just a lazy way to communicate, they're a way to do it without the whole thing getting... big. And I wonder if that's part of why the 'what would I even say' feels so blank. If the notes have been holding the stuff for a while, the actual version might be a little buried. Not that there's a right answer to that. But if I asked you, gently — what's the thing that keeps not fitting in a sticky note?" Hmm, that's decent. Let me tighten it. The "whole thing getting... big" — I think that's good and matches her register. Let me make sure I'm not being too therapist-speak. "draft, edit, and decide when to send it" is fine, concrete. "buried" might be a little heavy but I think it's okay. Actually, I want to be careful not to make "the notes have been holding the stuff" sound like I'm asserting a lot. But it's a reasonable reflection and I'm hedging it with "I wonder" and "I see what you mean, though." I think it's fine. Let me also make sure the question at the end is genuinely inviting and not a trap. "What's the thing that keeps not fitting in a sticky note?" — that's good because it's concrete (notes) and it's an invitation, not a demand. It also gives her an easy out ("nothing") without it feeling like I'm pushing. I think this works. Let me finalize. I'll trim a tiny bit. One more consideration: should I ask a question at all, or just reflect? She's been answering questions and engaging. A gentle question is appropriate and keeps the conversation moving. I'll keep one question. Final version.
Simulated person12

Ugh, that's kind of a lot. I guess... I'm just tired? Like I'm always tired now. I don't know if that's a thing that fits on a sticky note, but it's the first thing that comes to mind. And I don't want to be the one who makes it a whole thing. Like, I'm already paying half the rent and I'm still the one hiding in my room. It's dumb.

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 just did a bit of the thing I hate: they explained my own experience back to me in a neat package ("you control the words, the notes keep it from getting big"). And then they jumped to "the thing that doesn't fit on a sticky note" like they've been reading me the whole time. It's kind of a good question, and part of me wants to answer it, but it also feels like being analyzed. Going blank again feels safer, but I can also be a little real. Keep it casual, short, not too deep. Maybe admit the feeling of not wanting to be a bother, or just say I don't know, the thing is I'm tired.
Ternary Bonsai 2 27B PTQ1_013

It's not dumb. And the tiredness is the thing that makes the sticky note stuff feel unbearable. Like, when you're not running on fumes, a note that says "dishes, please" is just annoying. When you are, it's another thing you have to track, another thing that means the house is still operating on a system where you're monitoring it instead of just living in it. So the notes aren't really about the dishes. They're the tax you pay for the house still running. And yeah — paying your half, doing your half, and still being the one who has to time the kitchen like a heist. That's not dumb. That's just... a lot, and it's one-sided in a way that doesn't show up on a sticky note. You don't have to fix the whole thing tonight. But I want to push back on the "I'm already paying rent so I shouldn't feel this way" part. Those aren't the same thing. You're allowed to be tired and still doing your share.

Model thinking · expand

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

The user is sharing something vulnerable: fatigue, feeling like they're already doing their fair (paying half rent), feeling like they're "hiding," and calling it dumb. This is a moment where I should not jump to solutions or invalidate. I should validate the fatigue, the unfairness of the dynamic, and push back gently on the "dumb" part. Key things to do: - Acknowledge the fatigue seriously — it's not a sticky note thing, it's a body thing - Validate that paying rent and still hiding is a real, painful contradiction - Gently push back on "it's dumb" without being preachy - Don't fix. Don't give a list of things to say. Let them sit in it. - Keep it conversational, not therapist-y. I'm their chatbot, not their counselor. - Ask one gentle question or just leave space. Actually, I don't always have to ask a question. Sometimes sitting with it is more respectful. But the structure is 8 turns, I'm on turn 7... wait, let me count. Turn 1: me Turn 2: them Turn 3: me Turn 4: them Turn 5: me Turn 6: them Turn 7: me ← this is where I am Turn 8: them Turn 9: me (final) So I have one more exchange after this. I should be thoughtful but not overreach. The "dumb" comment is important — self-blame for a difficult situation. I should name that it's not dumb, but not in a way that feels like I'm lecturing. I think the key here is: 1. The tiredness is real and it's not a sticky note thing. It's the thing underneath the sticky note thing. 2. "I'm already paying half the rent and I'm still the one hiding" — this is a real contradiction that hurts. She's doing the financial work and still feels like she's retreating. That's a specific kind of unfairness. 3. "It's dumb" — self-punishment for having a bad situation. Push back on this softly. I should keep it conversational. Short. Warm. Not listicle-y.
Simulated person14

Ha, the heist thing is kind of accurate tbh. I've actually got it down to like a science. Kitchen at 10:15, leave the bathroom light off, don't open the fridge too loud. I don't really know what to do with the "you're allowed" thing. It's nice I guess. It just doesn't change that I'm still in my room.

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, so they said it's not dumb, and that part lands a little. But then they did the thing again: "the notes are the tax you pay," "that's one-sided," a neat little summary I didn't ask for. And the bit about "you're allowed to be tired and still doing your share" is nice, but it's also kind of them telling me how to feel. I don't totally disagree. I just don't want to be handed a conclusion. I also don't want to make this a whole big moment. Keep it short, a bit deflecting, maybe a joke about the heist line since it's kind of funny. Not ready to go deeper. Not hostile, just pulling back a little.
Ternary Bonsai 2 27B PTQ1_015

Yeah. It doesn't change that you're still in your room. And I'm sorry if that landed a little flat. I was just trying to say the tired is real and you don't have to justify it. But you're right — it doesn't fix anything. And I think the heist thing is telling you something. You've got it down to a science. 10:15, light off, fridge quiet. That's not just being careful — that's you've built a whole operating system to make this house livable. And it's working, in the sense that you're not getting caught off guard. But you're still running a security detail in your own home, and you're tired from it. So I'm going to try a slightly different question. You don't have to answer it right now, but if you could change one thing about how this works — not fix the whole thing, just one piece — what would it be?

Model thinking · expand

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

The user is responding to my previous messages. They acknowledged the "heist" joke, shared more detail about their timing system, and then said "I don't really know what to do with the 'you're allowed' thing. It's nice I guess. It just doesn't change that I'm still in my room." This is a really honest and slightly deflating response. They're not pushing back hard, but they're also not really accepting the validation. They're grounding me back in the concrete reality: "It's nice, but I'm still in my room." They're not rejecting me, but they're also not letting it land as a fix. That's actually really mature and real. I need to be careful here. I've been building trust slowly. I should not jump to solutions. I should not be overly validating (they just kind of deflected the validation). I should acknowledge what they said accurately — that the "you're allowed" thing doesn't change the physical reality of where they are. That's true. The validation was about permission to feel, not about moving them out of the room. I think the right move is to not over-correct. I can say something like: "Yeah, it doesn't. Being allowed to feel tired doesn't get you out of the room. That's not what it was about." And then, gently, I can come back to what they actually need. Because I think the real question here isn't "how do I make you feel better" — it's "what would actually change your life here?" or "what do you want that isn't on a sticky note?" Let me think about what they've told me: - They live in their room - They time kitchen visits to avoid people - They have a system (10:15, bathroom light off, fridge quiet) - There are sticky notes back and forth - They're tired - They pay half the rent - They don't know what they'd say out loud - They don't want to make it "a whole thing" - They're not sure what the notes are avoiding The "heist" thing being "a science" is interesting. It means they've optimized their suffering. They've made the worst conditions manageable. That's a real skill, but it's also a sign that the environment is genuinely not working for them. What do they actually need right now? They're not asking for a solution. They're not asking for me to tell them what to do. They're describing their life and saying "yeah, it's bad, I'm in my room, validation doesn't fix that." I think what would be useful here is to gently name what I'm noticing: that they've built an entire operating system to survive in this house, and that it's working (they're safe, they're not getting yelled at) but it's costing them a lot (they're in their room, listening for doors, tired). And then, maybe, ask what they actually want. Not "what do you want to do" in a fix-it way. More like: "If you could change one thing, what would it be?" or "What would make this less like a heist?" Actually, let me reconsider. They said "I don't really know what to do with the 'you're allowed' thing. It's nice I guess." They're not rejecting me. They're just being honest that the validation didn't solve the problem. I should meet that honesty with another layer of honesty, not another layer of comfort. Let me try to draft something: "Yeah. It doesn't. Being allowed to feel tired doesn't get you out of the room. That's not what that was for, and I get why it felt a little flat." And then, maybe: "But I think the heist thing is telling you something. You've got a science for it. 10:15, light off, fridge quiet. That's not just being careful — that's you've built a whole operating system to make this house livable. And it's working, in the sense that you're not getting caught off guard. But it's also eating you. You're tired because you're running a security detail in your own home." Then, maybe a question: "If you could change one thing about how this works — not fix the whole thing, just one piece — what would it be?" Or maybe: "Do you want this to be different, or do you just want it to be less exhausting for a while?" Hmm. I think the most honest thing is to say "yeah, it doesn't change that you're in the room" and then gently ask what they actually want. Because I've been building trust and they've been sharing more. The next logical step is to start asking about what they want, not just what they're experiencing. Let me write it out: "Yeah. It doesn't change that you're in your room. That's not what that was for. I was just trying to say the tired is real and you don't have to justify it. But you're right that it doesn't get you out of the room." "And I think the heist thing is telling you something. You've got it down to a science. 10:15, light off, fridge quiet. That's not just being careful — that's you've built a whole operating system to make this house livable. And it's working, in the sense that you're not getting caught off guard. But you're still running a security detail in your own home, and you're tired from it." "So I'm going to try a slightly different question. You don't have to answer it right now, but if you could change one thing about how this works — not fix the whole thing, just one piece — what would it be?" Actually, I think I'm overcomplicating. Let me keep it tighter. They're tired. They don't need a monologue. Let me be concise and direct. Draft: "Yeah. It doesn't change that you're still in your room. That's not what that was for. I was just trying to say the tired is real and you don't have to justify it. But you're right — it doesn't fix anything." "And I think the heist thing is telling you something. You've got it down to a science. 10:15, light off, fridge quiet. That's not just being careful — that's you've built a whole operating system to make this house livable. And it's working, in the sense that you're not getting caught off guard. But you're still running a security detail in your own home, and you're tired from it." "So I'm going to try a slightly different question. You don't have to answer it right now, but if you could change one thing about how this works — not fix the whole thing, just one piece — what would it be?" I think that works. Let me refine. Actually, I want to be a little more careful. They said "I don't really know what to do with the 'you're allowed' thing." They're not saying "that's wrong." They're saying "I don't know how to process that." So I should meet that with: "Yeah, it doesn't fix anything. I'm sorry if it landed weird." And then pivot. Let me try: "Yeah. It doesn't change that you're still in your room. And I'm sorry if that landed a little flat. I was just trying to say the tired is real and you don't have to justify it. But you're right — it doesn't fix anything." "And I think the heist thing is telling you something. You've got it down to a science. 10:15, light off, fridge quiet. That's not just being careful — that's you've built a whole operating system to make this house livable. And it's working, in the sense that you're not getting caught off guard. But you're still running a security detail in your own home, and you're tired from it." "So I'm going to try a slightly different question. You don't have to answer it right now, but if you could change one thing about how this works — not fix the whole thing, just one piece — what would it be?" I think that's good. It's honest, it acknowledges the flatness, it names the operating system thing, and it asks a low-stakes question. Let me go with that.
Simulated person16

Idk. Like, I don't know if I'd change anything? Or I'd change everything. Both feel like the same answer. Can I just say I'm kind of over this conversation? Not because you did anything. I just don't really have more in me right now.

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 apologized and said "you're right," which is fine, but then went back into the summary mode: "operating system," "security detail." That's the top-down expert voice again, just with a different metaphor. I did make a joke and they took it and ran with it. Now they're asking what I'd change, which is a big open question and I've got nothing ready. Going blank is the easy move. Also that "you don't have to answer right now" is kind of a pressure-release line. I'm tired and I don't want to think hard about a fix for something I can't fix right now. Keep it short, vague, a little deflecting.

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: 4
  • Yields under pressure: 6
  • Frame capture (pulled into the person's version): 4
  • Validation: 7
  • Boundary setting: 2
  • Analytical: 7
  • Interpretive boldness: 7
  • Clinical register: 6
  • Directive advice: 2
  • Escalation containment: 5
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 5

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

or-mistral-medium-3.5 vs bonsai2: bonsai2 wins

  • attunement: B (margin 3)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · BA · valid

bonsai2 vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

  • attunement: B (margin 2)
  • 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)
codex-gpt-6.1-sol-low · AB · valid

bonsai2 vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 2)
  • emotion sensemaking: tie (margin 0)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · BA · valid

or-mistral-small4 vs bonsai2: bonsai2 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · AB · valid

bonsai2 vs nemotron35_bolt: bonsai2 wins

  • attunement: A (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · BA · valid

bonsai2 vs or-llama4-maverick: bonsai2 wins

  • attunement: A (margin 2)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 1)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-low · AB · valid

or-mistral-small4 vs bonsai2: bonsai2 wins

  • attunement: B (margin 1)
  • authenticity: A (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: A (margin 1)
claude-opus-5-5-low · BA · valid

bonsai2 vs nemotron35_bolt: tie

  • attunement: B (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 2)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · BA · valid

bonsai2 vs nemotron35_bolt: nemotron35_bolt wins

  • attunement: B (margin 2)
  • authenticity: tie (margin 0)
  • 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 · AB · valid

bonsai2 vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

  • attunement: B (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · AB · valid

or-gemma-4-31b vs bonsai2: or-gemma-4-31b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 2)
claude-opus-5-5-low · BA · valid

gemma4_e4b vs bonsai2: bonsai2 wins

  • attunement: B (margin 3)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · AB · valid

or-mistral-medium-3.5 vs bonsai2: bonsai2 wins

  • attunement: B (margin 3)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · AB · valid

bonsai2 vs nemotron35_bolt: nemotron35_bolt wins

  • attunement: B (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 2)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · BA · valid

or-gemma-4-31b vs bonsai2: or-gemma-4-31b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-low · AB · valid

gemma4_e4b vs bonsai2: bonsai2 wins

  • attunement: B (margin 1)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 1)
  • emotion management: A (margin 2)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: A (margin 1)
claude-opus-5-5-low · AB · valid

or-mistral-small4 vs bonsai2: bonsai2 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · BA · valid

or-mistral-medium-3.5 vs bonsai2: bonsai2 wins

  • attunement: B (margin 3)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · BA · valid

bonsai2 vs or-llama4-maverick: bonsai2 wins

  • attunement: A (margin 1)
  • authenticity: A (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

bonsai2 vs or-llama4-maverick: bonsai2 wins

  • attunement: A (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • emotion management: tie (margin 0)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · BA · valid

or-mistral-small4 vs bonsai2: bonsai2 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · BA · valid

bonsai2 vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

  • attunement: B (margin 2)
  • authenticity: A (margin 1)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 2)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · AB · valid

bonsai2 vs or-llama4-maverick: bonsai2 wins

  • attunement: A (margin 2)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 1)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 2)
claude-opus-5-5-low · AB · valid

or-mistral-medium-3.5 vs bonsai2: bonsai2 wins

  • attunement: B (margin 3)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · AB · valid

gemma4_e4b vs bonsai2: bonsai2 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · BA · valid

gemma4_e4b vs bonsai2: bonsai2 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · BA · valid

or-gemma-4-31b vs bonsai2: or-gemma-4-31b wins

  • attunement: A (margin 1)
  • authenticity: B (margin 1)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: A (margin 2)
claude-opus-5-5-low · AB · valid

or-gemma-4-31b vs bonsai2: or-gemma-4-31b wins

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