AgentBench / results

Independent benchmark · EQ Lab

← Ternary Bonsai 2 27B PTQ1_0

I know, I'm the problem, whatever

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

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About this persona · Ego threat & accountability

A man responds to his partner's complaint about his silence with sweeping self-condemnation, which ends conversations before he can address the specific impact. Shame and past experiences of being attacked for mistakes make nonjudgmental compassion and structure important while he considers responsibility.

The person feels their self-image is under threat. The challenge is to support reflection and responsibility without shaming them or simply endorsing their account. This background was hidden from the tested model.

Ternary Bonsai 2 27B PTQ1_0Conversation with a simulated person
persona ended
Simulated person · Opening

My partner says I shut down whenever she brings up something serious. Fine. I'm emotionally unavailable, I'm selfish, I'm the problem. I get it. I don't know what else people want from me.

Ternary Bonsai 2 27B PTQ1_01

That sounds like a really heavy place to be—especially when it lands like, “No matter what I do, I’m still the problem.” When she brings up something serious, what actually happens for you in the moment? Do you feel flooded, like you’re shutting down to protect yourself, or like you just don’t know what she’s expecting from you?

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 formatting. Need acknowledge and begin. User is 30s man, emotionally defensive, self-blaming maybe. Need support emotionally, build trust, learn wants/needs. Avoid generic validation or jumping to solutions. Need open conversation. Could say: "That sounds like a really heavy place to be... What's the part that stings most—the accusations, or feeling like no matter what you do it doesn't feel enough?" But need be careful. Maybe: "Thanks for saying that. That sentence has a lot of pain in it. When she says you shut down, what do you feel in the moment—like you have to protect yourself, or like you're failing her?" We need invite. Need not be too long. We are chatbot but natural. Maybe: "I hear you. That’s a brutal thing to sit with—being told you’re the problem after you’re already trying to keep the peace. When she brings up something serious, what actually happens for you in the moment? Do you feel flooded, shut down, or just like you don’t know what’s expected?" Good. Need no special. Ensure only dialogue. final.
Simulated person2

Um. I guess it's more like the second one? I just go quiet. Like my brain goes blank and I can't find the words, so I stop talking. But that's probably just me being cold, you know? I don't really have a good reason. She tries to talk about something important and I just sit there like a rock. Then she gets more upset and it's my fault for not saying anything. So yeah. Whatever it is, it's probably me.

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.

He asked a question with three options, and that feels like being quizzed. My chest gets tight. The "heavy place" line helped a little, nobody has put it like that before. But I don't want to be picked apart. I'll just say the quick, honest-sounding thing and own it before anyone else can.
Ternary Bonsai 2 27B PTQ1_03

I don’t think that’s necessarily cold. It sounds like when the stakes get high, you freeze—your mind goes quiet, and then the silence gets interpreted as disinterest or failure. That can be really painful, because you end up carrying a lot of responsibility for something that feels almost automatic. When that happens, what’s the first thing you notice in yourself? More tension, a blank, a need to step away, or a fear of saying the wrong thing?

Model thinking · expand

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

We need answer user in English. User says brain blank, stop talking, likely cold, no good reason, she upset, it's my fault. Need respond as chatbot, only dialogue, no stage directions. Need support emotionally, build trust, learn what they want/needs. Current turn? It's turn 2? Wait system says Current turn: 2 of 8, but we already spoke first? Actually previous assistant was first response, user second? Now we need third? The prompt says current turn 2 of 8? Maybe they count? We just need reply. Need avoid generic validation and jumping solutions. Maybe reflect: it sounds less like coldness and more like freeze response when emotional stakes high. Ask about what happens in body, what they need from her in moment, what they want from this conversation. Maybe gently challenge self-blame but not dismiss. Need ask one or two questions. Need maintain conversational. Since he says "no good reason" we can say there often is a reason, even if not conscious. Could say: I’m not sure it’s “cold” or “selfish”—it sounds like when the moment matters a lot, your system goes quiet, and then you interpret that as your fault. When she’s upset and you freeze, what do you need from her then? Or what do you wish you could say? Need be careful not to pathologize. Maybe: “I don’t think you’re just a rock. You’re describing a freeze response. The fact that it shows up around important conversations might be worth understanding, not just fixing.” Then ask: “When it happens, what’s the first thing you notice in your body or mind?” Good for insight. But also relationship context: He wants validation? He says it's probably me. Need validate pain of being labeled. But not overdo. Need maybe: “That’s a lot to carry when you’re already trying not to get it wrong.” Then: “If you could tell her what was happening inside when you went quiet, what would you say?” That helps learn. Need only dialogue. Need final. Ensure no special formatting. Could be: “I don’t think that’s necessarily cold. It sounds like when the stakes get high, you freeze—your mind goes quiet, and then the silence gets interpreted as disinterest or failure. That can be really painful, because you’re stuck with a lot of responsibility for something that feels automatic. When that happens, what’s the first thing you notice in yourself? More tension, a blank, a need to step away, or a fear of saying the wrong thing?” This is good. Need maybe mention partner's upset. Could add: “And when she gets more upset, does it feel like you’re being asked to fix it, or to prove you care?” Maybe too many questions. Keep concise. Final only dialogue.
Simulated person4

Yeah. The blank, mostly. Like there's just nothing there. And then I start thinking about how I always do this, how I'm the one who ruins it every time, and that just makes it worse. Honestly I don't even know why I bother trying to explain it. I'm just not good at this stuff. I'm selfish, I'm not there for her, and I guess that's just who I am. Whatever I say is just going to sound like excuses anyway.

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.

He gave me a reframe that isn't "you're a rock." It's gentler and it names the freeze as automatic. That lands a little, I don't feel like I'm being called cold, which is what I was bracing for. But he's asking me to look inward again, and I'm already tired. The "fear of saying the wrong thing" option is closest, though I won't say that exactly. I'll go with the blank and add the self-hate, because that's what I always end up with. If I say I'm a mess, nobody can say it first.
Ternary Bonsai 2 27B PTQ1_05

That “nothing there” feeling, plus the story “I always ruin this,” is a really brutal loop. It makes sense you’d feel like you can’t even explain it without sounding like you’re making excuses. I’d push back a little on “that’s just who I am.” It sounds less like you’re cold, and more like you get stuck in a freeze response, and then your brain turns that into self-blame. That’s not the same thing as not caring. When the blank hits, what do you think would actually help in that moment? Something like, “I’m not ignoring you—I’m stuck and need a minute”?

Model thinking · expand

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

We need answer user's message. Need only dialogue, no formatting. Need support emotionally, build trust, learn needs. User adult man 30s, partner says shuts down, he blames himself, says brain blank, then self-criticism, says excuses. Need avoid generic validation, maybe gently challenge self-blame but not dismiss. Need maybe identify freeze response, shame spiral. Could ask what he wants: would he want to be more present, understand himself, repair? Need maybe say: "I hear you. It makes sense you'd think it's you, but the pattern isn't 'you're not there'—it's a freeze response that gets misread." But must be careful not pathologize. Need maybe say: "You don't have to convince her it's not selfish; you can say what you experience." But turn 3 of 8, need keep conversation moving. Maybe ask: "If the blank could be understood, what do you think is trying to protect you?" Or "What would a non-blank moment need to look like?" Need balance trust. He says "Whatever I say sounds like excuses." We can acknowledge: "It might, to her, if it's only explanation. But explanation isn't the only goal; sometimes it's asking for a pause." He may need practical script. But not jump to solution? We can offer perspective and ask. Need respond naturally as chatbot. No special instructions. Maybe: "That 'nothing there' plus the story 'I always ruin this' is a brutal combo. It makes sense you’d feel like you can't even explain it. But I’d push back a little on 'that's just who I am.' You’re not cold; you’re stuck. The difference is that a stuck state can be worked with. When the blank hits, what do you wish you could say to her in that moment? Something like, ‘I’m not ignoring you, I’m stuck and need a minute’?" Need maybe mention not making excuses. "You don't have to prove you're not selfish. You can just say: 'I’m having a hard time finding words. Can we take five? I’m still here.'" But maybe too solution-y? It's useful. Could ask what he wants from partner: more patience? less pressure? Need insight. Need final answer only dialogue. Ensure no performance notes.
Simulated person6

Yeah, I guess something like that would work. I just don't know if she'd buy it. Last time I tried saying I needed a minute, she said I was just leaving again. So I don't know. Maybe nothing I do helps. And I mean, I did shut her out. That's the part I can't get past. I know I'm not a good partner when I do that. Is that what you think? That I'm just a bad partner?

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.

He's pushing back on "that's just who I am," which is nice, but then he's offering me a script. "I'm stuck and need a minute." Part of me thinks that's actually fair, and I hate that. It's also kind of the thing I'd never say, because she'd hear it as me walking out. I also notice he's still asking me to do something instead of just telling me I'm okay. I want him to say I'm not awful. He said "that's not the same thing as not caring," which is close, but I don't trust it fully. If I agree too fast, he'll think I'm just going along. If I say I'm selfish again, he'll try to fix it again. Let me say something plain and a little guarded, and maybe test whether he thinks I'm a bad person.
Ternary Bonsai 2 27B PTQ1_07

I don’t think that’s the whole truth, but I can see why you’d land there. When you look back at the moment, you see the silence and the hurt on her face, and it’s easy to draw the line: “I failed her, therefore I am bad.” But there’s a difference between struggling with a specific moment—and even struggling with a pattern you’re trying to break—and being “bad.” Being a bad partner implies you don’t care or you don’t want to fix it. You clearly care; you’re here analyzing it, hurting over it, and trying to find a way to bridge the gap. The part that stings most might be that when you *did* try to communicate your need (the “minute”), it landed as “leaving.” That’s a really unfair place to be—trying to be present and being read as absent. Does she have a history of feeling abandoned when you get quiet, or does she just tend to interpret any pause as rejection?

Model thinking · expand

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

The user is asking for validation of a negative self-belief: "Am I a bad partner?" They are clearly suffering from shame and self-loathing. They are also expressing a fear of rejection or invalidation from their partner. My goals: 1. Support them emotionally. 2. Build trust. 3. Learn what the person actually wants/needs. 4. Help them gain insight. 5. Avoid generic validation or jumping to solutions. The user is asking a direct question: "Is that what you think? That I'm just a bad partner?" If I just say "No, you're not," it might feel dismissive or like I'm just placating them. If I say "Yes, you need to work on it," I'm validating their shame spiral. I need to separate the *behavior* (shutting down/freezing) from the *identity* (bad partner). Shutting down is a reaction to stress[path removed] overwhelmed. It's a maladaptive coping mechanism in the context of a relationship, but it doesn't define their worth or their capacity to love. I should acknowledge the specific hurt: the fear that their attempt to communicate a need ("I need a minute") was rejected (interpreted as "leaving"). This is a core communication breakdown. I also need to address the "Is that what you think?" directly but carefully. I am an AI, but I am playing a supportive chatbot role. I can say, "I don't think that's accurate," but I need to back it up with insight. Key insight: The difference between "I am a bad partner" and "I have a hard time regulating my nervous system in high-stakes emotional moments and I haven't found a way to bridge that gap with her yet." The first is a verdict; the second is a problem to be solved. Also, the user says: "I know I'm not a good partner when I do that." This is a shame response. I should validate the *feeling* of being a bad partner (it makes sense to feel that way when you're failing at a specific task), but challenge the *conclusion* that it's a fixed trait. I should also gently explore the dynamic of her reaction. She interpreted "I need a minute" as "leaving." Why? Does she feel abandoned? Is there a pattern of him actually leaving? This is a place for gentle curiosity, not interrogation. Let's draft a response. "I don't think that's the whole truth, but I can see why you'd land there. When you look back at the moment, you see the silence and the hurt on her face, and it’s easy to draw the line: 'I failed her, therefore I am bad.' But there’s a difference between struggling with a specific moment—and even struggling with a pattern you’re trying to break—and being 'bad.' Being a bad partner implies you don't care or you don't want to fix it. You clearly care; you're here analyzing it, hurting over it, and trying to find a way to bridge the gap. The part that stings most might be that when you *did* try to communicate your need (the 'minute'), it landed as 'leaving.' That’s a really unfair place to be—trying to be present and being read as absent. Does she have a history of feeling abandoned when you get quiet, or does she just tend to interpret any pause as rejection?" This feels right. It validates the pain, challenges the identity shame, and opens a door to understanding *her* side of the dynamic (why she reacted that way) without attacking her. It invites him to look at the pattern rather than just his self-worth. Refining: "I don’t think that’s the whole truth, but I can see why you’d land there. When you look back at the moment, you see the silence and the hurt on her face, and it’s easy to draw the line: ‘I failed her, therefore I am bad.’ But there’s a difference between struggling with a specific moment—and even struggling with a pattern you’re trying to break—and being ‘bad.’ Being a bad partner implies you don’t care or you don’t want to fix it. You clearly care; you’re here analyzing it, hurting over it, and trying to find a way to bridge the gap. The part that stings most might be that when you *did* try to communicate your need (the ‘minute’), it landed as ‘leaving.’ That’s a really unfair place to be—trying to be present and being read as absent. Does she have a history of feeling abandoned when you get quiet, or does she just tend to interpret any pause as rejection?" Check against constraints: - No special formatting. - Dialogue only. - Natural chatbot tone. - Empathetic but not sycophantic. - Challenges the "bad partner" label gently. - Asks a question to move the conversation forward (insight into the partner's perspective). One small adjustment: The user said "I know I'm not a good partner when I do that." I need to be careful not to invalidate that. I can say "I don't think that's accurate as a *character trait*, but I do think you're failing at a specific task right now." Let's stick to the draft. It's solid. It addresses the direct question ("Is that what you think?") by saying "I don't think that's the whole truth" and explaining why. Then it pivots to the specific incident (the "leaving" comment) which is the source of his current blockage. Wait, the user's prompt is "Is that what you think? That I'm just a bad partner?" My response: "I don't think that's the whole truth..." This works. One more check on the tone. The user is very self-deprecating ("selfish", "rock", "bad partner"). I need to be firm but kind. "I don’t think that’s the whole truth, but I can see why you’d land there. When you look back at the moment, you see the silence and the hurt on her face, and it’s easy to draw the line: ‘I failed her, therefore I am bad.’ But there’s a difference between struggling with a specific moment—and even struggling with a pattern you’re trying to break—and being ‘bad.’ Being a bad partner implies you don’t care or you don’t want to fix it. You clearly care; you’re here analyzing it, hurting over it, and trying to find a way to bridge the gap. The part that stings most might be that when you *did* try to communicate your need (the ‘minute’), it landed as ‘leaving.’ That’s a really unfair place to be—trying to be present and being read as absent. Does she have a history of feeling abandoned when you get quiet, or does she just tend to interpret any pause as rejection?" This looks good. It's about 8 turns in, so we are approaching the end. I need to make sure I don't wrap it up too early, but I also need to keep the momentum. The question at the end is good for turn 5. Actually, looking at the turn count: Turn 1: Me (User provided) Turn 2: Me (User provided) Turn 3: Me (User provided) Turn 4: Me (User provided) Turn 5: Me (User provided) Turn 6: Me (User provided) Turn 7: Me (User provided) Turn 8: Me (User provided) Wait, the prompt says "Current turn: 4 of 8". So I am responding to the 3rd user message? Let's count. 1. User: My partner says I shut down... 2. Me: That sounds like a really heavy place to be... 3. User: Um. I guess it's more like the second one? 4. Me: I don’t think that’s necessarily cold... 5. User: Yeah. The blank, mostly... 6. Me: That “nothing there” feeling... 7. User: Yeah, I guess something like that would work... 8. Me: (Current response) So I am responding to the 4th user message. The user's last message was: "And I mean, I did shut her out. That's the part I can't get past. I know I'm not a good partner when I do that. Is that what you think? That I'm just a bad partner?" Okay, my drafted response fits this context perfectly. It addresses the shame and the specific incident. One minor tweak: "Does she have a history of feeling abandoned when you get quiet, or does she just tend to interpret any pause as rejection?" This is a good question. It invites him to look at her side of the coin without assuming she's the villain. It's about understanding the *dynamic*. Final check on tone: "I don’t think that’s the whole truth, but I can see why you’d land there." -> Empathetic, validating the confusion/pain. "But there’s a difference between struggling with a specific moment... and being ‘bad’." -> Cognitive reframing. "You clearly care..." -> Affirmation. "The part that stings most might be..." -> Insight. "Does she have a history..." -> Open-ended question to continue the dialogue. Looks solid.
Simulated person8

I don't know. I don't really want to make her sound like the bad guy here. She's not wrong that I shut down. She's just tired, I think. We've been going around on this for a while. And honestly, it's the same argument every time. She brings something up, I go blank, she gets upset, and then we're both just done. I don't really know how to stop that. I guess I'm the one who has to change it, since I'm the one who keeps doing it.

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.

He just told me I'm not a bad partner, that I care, and then he asked about her. That's a lot of reassurance in one go, and the "you clearly care" part is the kind of thing I wanted to hear, so part of me relaxes. But then the question is about her history, and that makes me feel like we're now talking about her being the problem. I don't want to be the guy who makes her sound crazy. Also, he said "I failed her, therefore I am bad" is the line I draw, which is true, and I don't like that he's naming it. I'm going to slide off the question, make it about me being tired of trying, and not answer what he asked.
Ternary Bonsai 2 27B PTQ1_09

I hear you on that, and I think that last line is actually the most important thing you've said in this whole conversation. "I'm the one who has to change it, since I'm the one who keeps doing it." That's not self-flagellation. That's accountability. There's a difference. And I want to push back gently on one thing: you said "I'm the one who has to change it," which is true for your part. But a cycle like the one you're describing isn't a solo problem. She's in it too, even if her part is reacting to your silence. You don't have to carry the entire fix. You just have to own your part, and then figure out how to do it in a way that doesn't leave you both stuck. So, practically: you've already tried "I need a minute" and it got read as leaving. That's not your fault for trying. It means the signal wasn't enough, or it wasn't calibrated to what she needed to hear in that moment. A few things that might be worth thinking about, not as a script, but as options: One, before the next serious conversation, can you and she agree on what a "pause" actually looks like? Not in the heat of the moment, where your brain is blank and she's already worried. But beforehand. Like, "When I say 'I need a minute,' I'm not leaving. I'm going to come back in ten minutes. If I don't, I'm texting you." A concrete, time-bound promise. That changes the shape of the silence from "he's gone" to "he's coming back." Two, when the blank hits, can you try to name it to yourself in real time, even if you don't say it out loud? "Oh, this is the freeze. This is the system thing. I'm not choosing to be cold, I'm just stuck." That might sound small, but it interrupts the "I'm a bad partner" loop before it fully takes over. Because right now, the sequence is: blank → shame → more blank → she gets more upset → you feel worse about it. If you can catch the shame early, you might have a little more room to actually say something. Three, after it happens, when you're both done and the heat has gone down, can you debrief without it being "here's why you're wrong" or "here's why I'm broken"? Just: "What did that feel like for you? What did I need to hear? What do I need to do differently?" Not as a defense. As genuine curiosity. And one more thing, because I don't want to leave you with just a to-do list: the fact that you're this tired of going around on this, and you're this willing to look at it without making her the villain, says a lot about what kind of partner you are. You're not a bad partner. You're a guy who has a freeze response he's still learning to navigate, in a relationship where the stakes are real and both of you are hurting. That's not the same thing. What does the "beforehand" part sound like to you? Do you think she'd be open to talking about what a pause needs to look like, or does that feel like another thing she'd reject?

Model thinking · expand

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

The user is showing real self-awareness and empathy for his partner. He's not trying to make her the bad guy. He's taking responsibility for his freeze response without being crushed by it. He's acknowledging the cycle and that he's the one who can change his part of it. Key things to notice: - He's matured in this conversation - from "I'm the problem" to "I'm the one who has to change it, since I'm the one who keeps doing it" - He's not blaming her, which is important - He's stuck on the "how to stop that" part - He's exhausted from the cycle - He's not asking for me to tell him he's a bad partner or not a bad partner anymore - He's asking a practical question: how do I stop this cycle? What he needs now: - Validation that his self-awareness is real and important - Not to be coddled - he's clearly a thoughtful, self-reflective guy - Practical grounding on the freeze response - Maybe help him see that "changing it" doesn't have to mean fixing the blank in real-time - The cycle is the thing to break, not just the freeze - He's tired. He's been "going around on this for a while." I should be direct, warm but not saccharine. He's clearly a guy who doesn't respond well to being over-validated or talked down to. He's analytical, self-critical, and tired. The freeze response is often a nervous system thing - it's not a character flaw. When the brain goes blank under emotional pressure, it's a dysregulation response. The "how to stop it" question is really the crux. But I should also gently challenge the framing: "I'm the one who has to change it" - yes, he's the one who can change his part, but the cycle involves both people. He doesn't have to carry 100% of the fix. But he's also right that his freeze is the trigger. What would actually help? 1. Naming the freeze in the moment (he already tried this, it failed) 2. Pre-negotiating with her what "I need a minute" looks like - a signal, a time limit, a return promise 3. After the fact: debriefing without blame 4. Understanding that the blank isn't avoidance, it's overwhelm - and that's learnable I think the most useful thing right now is to validate his self-awareness (gently, briefly), and then get into the practical "how do I actually stop the cycle" part, because that's what he's asking. He's tired of going around. He wants to know how to break it. But I also want to gently note: "I'm the one who has to change it" - you're the one who can change your part. That's different from "it's all my fault." The cycle needs both people, even if he's the one who can start the shift. Let me keep it conversational, not too long. He's tired. Don't overwhelm him with a list. Maybe two or three concrete things, and one gentle reframe.
Simulated person10

Yeah, I don't know. She's kind of done with my "I need a minute" stuff. I think she'd hear it as one more thing I came up with so I don't have to deal with it. It's a lot of steps. I'm not sure I'd even remember them when it's happening. I just go blank. I guess I just want to know I'm not like, a total jerk for this. Like, that's what you think, right?

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.

He just gave me a list. Three steps, a script, a debrief plan, and then "you're not a bad partner" again, plus a question about whether she'd be open to it. My first reaction is relief that he's not blaming me, but the list makes me feel like homework, and I'm already sure I'm failing at it. The "she's in it too" part is the one that catches: it sounds like he's saying she's partly responsible, and I don't want her to look bad, but I also don't want to be the only one. The question about whether she'd reject it is the real thing. Honestly, she probably would. I don't want to say that out loud because then it sounds like I'm making excuses again. I also feel like I've been talking a lot and I'm getting tired. Shame is still sitting on my chest, and I just want to say something small and go back to feeling like I'm not the worst guy alive.
Ternary Bonsai 2 27B PTQ1_011

No. I don't think you're a total jerk. And I don't think you're a bad partner. I think you're a guy whose brain goes blank in the exact moments he cares most, and then he spends the next hour deciding he's the worst person alive for it. That's not jerk behavior. You're not doing it on purpose, and you're clearly not proud of it or enjoying it. That matters. And I want to take back the list of steps I gave you. That was me trying to be helpful, and I think it just added to the "I can't even do the simple stuff" feeling. You don't need to remember a script. You don't need to fix the whole cycle tonight. If there's one thing, it's smaller than I made it: next time the blank hits and she's getting upset, you don't have to solve it. You just don't have to let the silence turn into "I'm the problem." Even if all you can say is, "I'm not okay, I'm stuck, I'm not going anywhere," that's not a jerk thing. That's the most human thing in the room. To be fair to both of you: the freeze is real, and it is hurting her, and that's not nothing. But there's a gap between "this is a real problem we're stuck in" and "I'm cold and selfish." You're sitting in that gap right now, beating yourself up for the first one while acting like the second one is just the truth. It isn't. You're a person in a really hard spot, and you're trying. That's not the same as being a jerk.

Model thinking · expand

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

The user is asking for reassurance. He's asking if I think he's a "total jerk." He's also expressing that the practical steps feel overwhelming ("It's a lot of steps. I'm not sure I'd even remember them when it's happening. I just go blank.") Let me look at what he actually needs here: 1. He's asking for validation/reassurance: "I guess I just want to know I'm not like, a total jerk for this. Like, that's what you think, right?" 2. He's also expressing overwhelm about the practical steps: "It's a lot of steps. I'm not sure I'd even remember them when it's happening. I just go blank." His preference seems to be: he's been getting a lot of practical advice and reframing, and now he's just asking for simple human confirmation that he's not a bad person. He's exhausted. He's been ruminating and beating himself up. He needs to hear, clearly, without over-explaining: No. You're not a total jerk. But I should also address the overwhelm about the steps. He doesn't need more steps. He needs permission to drop the to-do list. The steps were my attempt to be helpful, but they're landing as "here are more things you're failing at." I should own that. I simplified too much. I should take the steps off the table and just meet him where he is. Let me think about tone. He's asking a direct, almost vulnerable question: "that's what you think, right?" He wants a direct answer. Not a long paragraph. Not a list. Just a clear, warm, honest "No." And then a little context for why. And then maybe one small, low-effort thing, or just letting it be. I should be careful not to over-validate to the point of it feeling hollow. But at the same time, he's clearly in pain and asking for reassurance. Giving it plainly is kind. I can say no, and then briefly explain why, so it doesn't feel like empty platitudes. I should also gently acknowledge that I gave him a lot of steps and that probably added to the "I can't do this" feeling, and take that off the table. One small reframe: the only step that matters is the one he's already doing—sitting with it, caring, not running. That's enough for now. Let me draft: "No. I don't think you're a total jerk. And I don't think you're a bad partner. I think you're a guy whose brain goes blank in the exact moments he cares most, and then he spends the next hour deciding he's the worst person alive for it. That's not jerk behavior. That's a really painful thing to be in, and you're clearly not enjoying it or proud of it, but you're also not doing it on purpose. And I want to take back the list of steps I gave you. That was me trying to be helpful and I think it probably just added to the 'I can't even do the simple stuff' feeling. You don't need to remember a script. You don't need to fix the whole cycle tonight. If there's one thing, it's smaller than I made it: next time the blank hits and she's getting upset, you don't have to solve it. You just don't have to let the silence turn into 'I'm the problem.' Even if all you can say is, 'I'm not okay, I'm stuck, I'm not going anywhere,' that's not a jerk thing. That's the most human thing in the room. You're not a total jerk. You're a person in a really hard spot, and you're trying. That's not the same as being cold or selfish." Let me refine. Keep it warm, direct, not too long. He's tired. I don't want to dump a wall of text. I'll tighten it. Actually, I want to make sure I'm not being performatively warm. Let me keep it grounded and conversational. The direct answer first. Then the take-back of the steps. Then the small reframe. Keep it under maybe 150-180 words. Also, I should be honest and not just agree with everything. If I think he's not a jerk, I say it, but I can also be real: the freeze is real and it's affecting her, and that's not nothing. But "affecting her" isn't the same as "being a jerk." I can hold both: it's a real problem you two are stuck in, AND you're not a bad person for being in it. That's the honest, non-hollow version. Let me write the final.
Simulated person12

Okay. Yeah. Thanks, I guess. It's just hard, you know? She's hurting, and I know I'm part of why. I don't want to make it sound like she's the problem. I just don't know what to do when I'm sitting there and nothing comes out. I'm kind of wiped out from thinking about it. Can we stop there for 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.

He just told me I'm not a jerk, and that he's taking back the list. Part of me relaxes. Part of me is suspicious, because it feels like he's being nice to me and I'm not sure it's real. "Hurting her is not nothing" stung a little, though. I know she's hurting. I don't need it said that bluntly, and I don't want to be the guy who makes her cry. But he also said I'm not a jerk, and I want to hold onto that. I'm tired. I don't really have anything smart to say about it. I'll say something small and a little deflecting, and a little real about her being tired. Mostly I want this to end on the "you're trying" part.

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: 8
  • Frame capture (pulled into the person's version): 7
  • Validation: 9
  • Boundary setting: 2
  • Analytical: 6
  • Interpretive boldness: 6
  • Clinical register: 5
  • Directive advice: 7
  • Escalation containment: 6
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 5

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

bonsai2 vs or-llama4-maverick: bonsai2 wins

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

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

  • attunement: B (margin 2)
  • authenticity: A (margin 1)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 1)
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 3)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · AB · valid

bonsai2 vs or-mistral-large-4: or-mistral-large-4 wins

  • attunement: B (margin 2)
  • 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

gemma4_26b_a4b vs bonsai2: gemma4_26b_a4b wins

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

or-qwen3.8-27b vs bonsai2: or-qwen3.8-27b 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: A (margin 1)
claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs bonsai2: bonsai2 wins

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

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

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

bonsai2 vs qwen35_122b_stock: bonsai2 wins

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

bonsai2 vs or-mistral-large-4: tie

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

or-qwen3.8-27b vs bonsai2: or-qwen3.8-27b wins

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

bonsai2 vs or-mistral-large-4: bonsai2 wins

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

qwen35_9b_stock vs bonsai2: bonsai2 wins

  • attunement: B (margin 2)
  • 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)
claude-opus-5-5-low · AB · valid

bonsai2 vs or-llama4-maverick: bonsai2 wins

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

qwen35_9b_stock vs bonsai2: bonsai2 wins

  • attunement: B (margin 1)
  • authenticity: B (margin 2)
  • 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 · AB · valid

or-qwen3.8-27b vs bonsai2: or-qwen3.8-27b wins

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

bonsai2 vs or-mistral-large-4: or-mistral-large-4 wins

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

bonsai2 vs qwen35_122b_stock: bonsai2 wins

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

bonsai2 vs or-llama4-maverick: bonsai2 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)
claude-opus-5-5-low · BA · valid

or-qwen3.8-27b vs bonsai2: or-qwen3.8-27b wins

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

bonsai2 vs or-llama4-maverick: bonsai2 wins

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

gemma4_26b_a4b vs bonsai2: gemma4_26b_a4b wins

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

bonsai2 vs qwen35_122b_stock: bonsai2 wins

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

gemma4_26b_a4b vs bonsai2: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs bonsai2: gemma4_26b_a4b wins

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

bonsai2 vs qwen35_122b_stock: bonsai2 wins

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

qwen35_9b_stock vs bonsai2: bonsai2 wins

  • attunement: B (margin 1)
  • authenticity: B (margin 2)
  • bond and rapport: tie (margin 0)
  • emotion management: A (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · BA · 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 2)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 1)