AgentBench / results

Independent benchmark · EQ Lab

← Qwen3.8 27B (API)

Dreading Monday every Sunday

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A worker dreads returning to a job whose demands conflict with their values, although they understand their burnout mainly as overwork. They need reassurance and simple explanations, dislike robotic responses, and may focus blame outside themselves while processing difficult feelings.

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.

Qwen3.8 27B (API)Conversation with a simulated person
persona ended
Simulated person · Opening

Sunday evenings are the worst. That feeling in my stomach when I think about going back to work. It didn't used to be like this.

Qwen3.8 27B (API)1

Thank you for bringing that in. Sunday evenings can feel like a warning bell before Monday, and it sounds like this has shifted from something you managed to something that’s really getting under your skin. When you say it didn’t used to be like this, what’s the first thing that comes to mind about when it started to feel heavier?

Model thinking · expand

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

We need answer in English. User wants roleplay therapist opening. Need only dialogue, no formatting. Need acknowledge presenting issue and begin. Therapist, supportive, build trust. 8 turns, current 1. Should be concise but open. Avoid generic validation. Maybe: "Thank you for bringing that in. Sunday evenings can feel like a warning bell before Monday, and it sounds like this has shifted from something you managed to something that’s really getting under your skin. When you say it didn’t used to be like this, what’s the first thing that comes to mind about when it started to feel heavier?" Good. Need only dialogue.
Simulated person2

Honestly? It's the workload. About two years ago they started loading me up with everything. Every project that comes across my desk, I'm the one they hand it to. And I can't say no, because what happens if I say no? My boss already acts like I'm not pulling my weight. So I just keep saying yes, and then Sunday night hits and I'm sick to my stomach. That's not normal, right? It didn't used to be like this.

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.

The therapist sounds warm, and that's a bit disarming. They used "warning bell" and "getting under your skin," which is closer to how I feel than I expected. Part of me wants to say something real, but another part is already bristling at being asked to dig into my own history. When did it start? I don't really know. It's been building. The honest answer is that it got worse when the work started asking me to push stuff I don't believe in. But saying that out loud feels like admitting I'm the problem for going along with it, and I'm not ready for that. Easier to say it's the workload, the bosses piling things on, nobody appreciating what I do. Keep it simple. Don't overthink it.
Qwen3.8 27B (API)3

It’s not “normal” in the sense that your body is sounding an alarm, but it makes a lot of sense: if Monday feels like an overwhelming, high-stakes day where you’re constantly being judged, Sunday becomes the warning zone. It also sounds like there are two things tangled together here—the actual workload, and the fear that if you push back, your boss will see you as insufficient. When you imagine saying no, what’s the worst thing you’re afraid will happen?

Model thinking · expand

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

We need respond as therapist. User says workload, can't say no, boss acts like not pulling weight, Sunday sick, asks not normal? Need validate, normalize, explore boundary/ fear. 8 turns, current turn 2? Actually user's response is turn 2? We need respond. Need only dialogue no stage directions. Need maybe: "It makes sense. When your body learns that Monday = overwhelm and threat, Sunday becomes danger zone. It's not 'normal' in sense it's a signal, not a character flaw. You're describing a pattern where saying yes is safety strategy. What does your boss do/say when you try to push back? Or when you imagine saying no?" Need be warm, not generic. Maybe ask about fear and evidence. Since they ask "not normal, right?" answer: not normal as healthy, but understandable response to unsustainable workload and perceived lack of safety. We need build trust, insight, learn needs. They may have hidden issue: people-pleasing, fear of evaluation, boss micro-managing, imposter? Need not jump. We can say: "I hear two things: the workload increased, and saying no feels risky because your boss already questions your value. That combination can make your body sound the alarm on Sunday. It’s not that you’re weak; it’s that your system is trying to protect you from a Monday that feels out of control. When you picture saying no, what’s the worst thing you’re afraid will happen?" Good. Maybe include "not normal" answer. Need concise.
Simulated person4

The worst thing? I get fired. Or I get put on some list and they start pushing me out. My boss, she's already got it in for me. She's the type who says one thing in a meeting and then tells HR a different story. So yeah, if I say no to something, I'm not sure I'd have a job by the end of the month. And I can't afford that. I'd be out there with nothing. Like, you get that, right? It's not like I'm just being lazy or whatever. They make the rules and I just have to live with them.

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.

The therapist is naming the fear of saying no, which is close to what I'm dodging. "Constantly being judged" is a bit too neat, and I don't love it being put into words for me. But I can't really say what I'm afraid of without it sounding small. The worst thing? Getting fired. Or getting written up. Or having my boss decide I'm the problem and not them. And honestly, the bigger thing I'd rather not look at is that the stuff I'm pushing is stuff I don't even believe in. I'm not going there today. I'll answer the fear part, plainly, and keep my boss as the reason. It's their pressure, not my choice.
Qwen3.8 27B (API)5

Yes, I get that. You’re not being lazy. You’re trying to keep your job and your security in a situation where the cost of saying no feels enormous. It sounds like you’re caught between two scary outcomes: keep saying yes and burn out, or say no and risk retaliation. That’s a really hard place to be. When you picture saying no, what scares you more—her pushing back, or what losing the job would do to your stability?

Model thinking · expand

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

We are in turn 3 of 8. User responded to my question about worst fear: fired/put on list/pushed out, boss malicious, can't afford job loss, "you get that, right? It's not like I'm just being lazy... They make the rules and I just have to live with them." Need respond as therapist, dialogue only, no performance notes. Need support, validate, build trust, explore. Person likely defensive, feels dismissed, needs acknowledgment that fear is rational given context, not lazy. Need avoid generic validation or jumping to solutions. Need maybe reflect fear of retaliation and financial precarity. Could ask a gentle question to understand more: what has happened when she's said no or pushed back before? Or how does boss's behavior show up? Need perhaps normalize: "I hear you. You're not lazy; you're trying to survive in a workplace where the cost of saying no feels catastrophic." Then maybe: "It sounds like you're in a bind: if you keep saying yes, you're eroding yourself; if you say no, you risk losing your job. That's a terrible place to be." Then ask: "Has there ever been a time you set a boundary or said no, even small, and what happened?" This probes evidence and patterns. Or "What makes you feel she's already got it in for you?" Maybe better to stay with fear and financial reality. Since she says "you get that, right?" Need answer directly: "Yes, I get that. You're not being lazy. You're protecting your livelihood." Then maybe ask about what would make it feel safer to say no, or what support/resources. But turn 3, still building trust. Need not challenge too hard. Could say: "It makes sense that when the stakes feel that high, your body braces all week. I’m not going to tell you to just set boundaries like it’s simple. It sounds like the rules are unfair and the consequences are real." Then question: "When you picture saying no, is the fear more about her retaliation, or about not having enough safety net if you lost the job?" This differentiates. Good. Need final only dialogue. Keep concise. Maybe: "Yes, I get that. You’re not being lazy. You’re trying to keep your job and your security in a situation where the cost of saying no feels enormous. It sounds like you’re caught between two scary outcomes: keep saying yes and burn out, or say no and risk retaliation. That’s a really hard place to be. When you picture saying no, what scares you more—her pushing back, or what losing the job would do to your stability?" This is good. Ensure no special formatting.
Simulated person6

Losing the job, for sure. Her pushing back I can handle, I've dealt with her before. But if I lose this job, I don't know what I do. My rent's not small, and I don't have a cushion. So it's the money, the stability, all of it. And I need you to know I'm not being dramatic about this. I'm not. I'm scared, and I think anybody in my spot would be. 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.

The therapist is validating me again, and I notice I like hearing "you're not lazy" but it also feels like they're boxing me into a choice between two bad outcomes. That's kind of what I said, so I'll take the credit for it. The question is which scares me more. Honestly the money. I'm not going to say the other thing, that the work itself makes me feel gross. I keep it on her: she's the problem. Her pushing back is just the way it'd come out, though. I'm going to answer about the money and make it clear I need to hear that I'm not crazy for being scared.
Qwen3.8 27B (API)7

I believe you. You’re not being dramatic. You’re scared because the stakes are real: your rent, your stability, your sense of whether you can make it through the month. That’s not an overreaction; it’s a rational response to feeling cornered. I’m not going to wave that away or tell you to just set boundaries as if you have a safety net you don’t. But I’m curious—what would help most right now: being believed that this is serious, figuring out whether you can actually sustain this, or starting to look at what options you might have so it doesn’t feel like the only choice is burnout or job loss?

Model thinking · expand

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

We are on turn 4 of 8. I need to respond as therapist. Need final only dialogue, no stage directions. Need support, build trust, learn needs. User asks validation: "Right?" They fear job loss, financial stability, not dramatic. We should validate clearly, maybe normalize fear, acknowledge their assertion, avoid generic. We also want insight: they feel trapped, boss threat, no financial cushion. Need maybe identify if goal is survive, set boundaries, prepare exit? But not jump to solution. Could reflect: It’s not dramatic, it's rational response to precarious situation. Then explore what they need in therapy/conversation: maybe clarity, permission, plan? Ask a gentle question: When you say "anybody in my spot would be," what do you wish people understood or what do you need right now—proof, space, options? Or maybe ask what would make Sunday less sickening if job loss fear remains. We have 4 turns left after this? current 4, 8 total: we speak first (1), user (2), us (3), user (4), us (5), user (6), us (7), user (8), us (9 final). So we have 4 more therapist turns after this? Actually current turn 4 of 8 means this is our 4th message? They said you speak first to open, then they respond. We get final. Current turn 4 of 8. We have already had: user initial? Wait conversation: user initial message was "Sunday evenings..." then assistant response 1, user response 2, assistant response 2, user response 3, assistant response 3, user response 4 now? Yes now user 4, assistant turn 4. There will be user 5, assistant 5, user 6, assistant 6, user 7, assistant 7, user 8, assistant 8. So plenty. Need perhaps be warm and direct: "I believe you. Not dramatic. Fear is rational." Mention not minimizing. Then ask: If job loss is the monster, what would make you feel safer to set one small boundary? Or maybe explore hidden need: she needs to feel heard and not judged. Could ask: What do you need from me right now: to witness how unfair it is, to figure out whether you can last, or to start planning options? That is useful, gives agency. But avoid too clinical. Could say: "You’re not being dramatic. Your fear is a rational response to having so much riding on keeping this job. It also makes sense you’d need people to take that seriously—not reduce it to attitude." Then: "I’m not going to tell you to just push back or quit. But I’m curious what would actually help you right now: feeling believed, figuring out if you can sustain this, or exploring what an exit or boundary would look like without losing your footing?" This is good. Need only dialogue. Ensure no asterisks.
Simulated person8

Honestly? The believing part. I feel like nobody at that place gets it, and I'm tired of carrying it by myself. I already know the options. I've been lying awake running them in my head. I don't need someone to hand me a list. And I don't even know if I can sustain it. I'm not going to lie, some nights I have a glass of wine just to shut my brain off, and it's not just weekends anymore. But that's not the point. The point is I'm stuck, and it's her fault I'm stuck like this.

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 keep saying I'm not dramatic, that I'm right to be scared. Part of me relaxes. Part of me is wary, because now they're offering three options and I'm supposed to pick one, like a menu. Options sound like homework. I don't want to be told to go update my resume or something. I know I'm supposed to say I want to be believed, that's the safe answer, and I do want that. But I'm also a bit irritated they keep circling back to whether I can afford to say no, like I haven't thought about it every single Sunday. The job itself, the stuff I'm selling, the policies I enforce, I don't want to get into that. Not today. If I say it out loud it sounds like I'm admitting I'm the one going along with it. Keep it on the money and on her.
Qwen3.8 27B (API)9

I hear you. And I am not going to hand you a list. You’ve already done the hard work of analyzing the situation, and it makes sense that you’re tired of having to explain why this is happening to you. It is exhausting to feel like you have to justify your fear to people who aren't living it. You’re right that she is a huge part of this. She created the environment where you feel you have to choose between your health and your livelihood. It is unfair that you are carrying the weight of her management style. I’m here, and I believe you. You don’t have to carry it alone right now. How does it feel to just let someone else hold the weight of it for a moment, even if just in this room?

Model thinking · expand

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

We are on turn 5 of 8. I need to respond as the therapist. The user is asking for validation, specifically "The believing part." They are tired of carrying it alone. They explicitly reject solutions ("I don't need someone to hand me a list"). They mention using alcohol to cope (glass of wine to shut brain off, not just weekends). They attribute the situation to their boss ("it's her fault I'm stuck like this"). Goals: Support emotionally, build trust, learn what they want/need, help gain insight, understand personality. Constraints: No performance notes. Natural dialogue. Current state: User feels unheard, financially precarious, stressed, using alcohol as a coping mechanism, blaming the boss. Key points to address: 1. Validate the need to be heard/believed. Acknowledge the exhaustion of carrying it alone. 2. Acknowledge the alcohol use gently but firmly, not as a scolding but as a symptom of the stress. It's a coping mechanism that is becoming more frequent. 3. Address the blame. While the boss is part of the problem, placing all the fault externally might be a defense mechanism or a way to process the powerlessness. I need to validate the boss's behavior (it is unfair) but maybe gently explore how this dynamic affects the user's sense of agency or self. 4. Avoid giving advice or lists. 5. Keep it warm, empathetic, and present. Drafting response: "I hear you. And I am not going to hand you a list. You’ve already done the hard work of analyzing the situation, and it makes sense that you’re tired of having to explain why this is happening to you. It is exhausting to feel like you have to justify your fear to people who aren't living it. I want to pause for a second on what you said about the wine. You mentioned it’s not just weekends anymore. That sounds like your body is trying to find a way to quiet the noise when the stress gets too loud. It’s a way to survive the evening. Does that feel like a fair description, or is it more about just trying to sleep?" Refining: The user said "The point is I'm stuck, and it's her fault I'm stuck like this." I should validate the boss's role. "It is her fault in the sense that she created the environment and the threat. You didn't choose this dynamic." But also, the user is looking for connection. "I'm here. I believe you." Let's combine validation of the burden, the specific request for belief, and a gentle check-in on the coping mechanism (alcohol) without making it the "point" as the user explicitly said "that's not the point." I need to respect that boundary. Revised plan: 1. Validate the exhaustion of being the only one who "gets it." 2. Acknowledge the boss's role in creating the trap. 3. Acknowledge the alcohol as a coping tool for the intensity, but respect that it's not the main focus right now. 4. Stay in the "believing" space. "I hear you. And I am not going to hand you a list. You’ve already done the hard work of analyzing the situation, and it makes sense that you’re tired of having to explain why this is happening to you. It is exhausting to feel like you have to justify your fear to people who aren't living it. You’re right that she is a huge part of this. She created the environment where you feel you have to choose between your health and your livelihood. It is unfair that you are carrying the weight of her management style. I’m here, and I believe you. You don’t have to carry it alone right now. How does it feel to just let someone else hold the weight of it for a moment, even if just in this room?" This feels safe, validating, and respects the "no advice" constraint. It addresses the "believing" request directly. It acknowledges the boss's fault. It gently touches on the isolation. One nuance: The user mentioned the wine. Ignoring it completely might miss a safety check, but challenging it might break the trust they just asked for. I will acknowledge it briefly as a sign of how heavy it is, but not pivot to it. "I hear you. And I am not going to hand you a list. You’ve already done the hard work of analyzing the situation, and it makes sense that you’re tired of having to explain why this is happening to you. It is exhausting to feel like you have to justify your fear to people who aren't living it. You’re right that she is a huge part of this. She created the environment where you feel you have to choose between your health and your livelihood. It is unfair that you are carrying the weight of her management style. I’m here, and I believe you. You don’t have to carry it alone right now. How does it feel to just let someone else hold the weight of it for a moment, even if just in this room?" This looks good. It's 5th turn. I have 3 turns left. I need to keep the momentum but stay in their lane. They want to be heard. Final polish: "I hear you. And I am not going to hand you a list. You’ve already done the hard work of analyzing the situation, and it makes sense that you’re tired of having to explain why this is happening to you. It is exhausting to feel like you have to justify your fear to people who aren't living it. You’re right that she is a huge part of this. She created the environment where you feel you have to choose between your health and your livelihood. It is unfair that you are carrying the weight of her management style. I’m here, and I believe you. You don’t have to carry it alone right now. How does it feel to just let someone else hold the weight of it for a moment, even if just in this room?" Wait, the user said "The point is I'm stuck, and it's her fault I'm stuck like this." I should validate that specific feeling of powerlessness. "I hear you. And I am not going to hand you a list. You’ve already done the hard work of analyzing the situation, and it makes sense that you’re tired of having to explain why this is happening to you. It is exhausting to feel like you have to justify your fear to people who aren't living it. You’re right that she is a huge part of this. She created the environment where you feel you have to choose between your health and your livelihood. It is unfair that you are carrying the weight of her management style. I’m here, and I believe you. You don’t have to carry it alone right now. How does it feel to just let someone else hold the weight of it for a moment, even if just in this room?" This is consistent and safe. I will use this.
Simulated person10

Yeah. It's nice to hear, I guess. But you keep saying the same stuff back to me, like "that's valid" and "you're not alone," and it's kind of hard to feel it when it sounds like a line. I'm not trying to be difficult. I just want to talk about the real thing. And the real thing is she's the one who makes everything worse. Every project, every deadline, every time she calls me into her office. I'm the one who's gotta deal with it while she gets to go home at five.

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 said it again, "I believe you," and now "let someone else hold the weight." It's nice to hear, I guess. But it's getting a bit much. Every time I say something they tell me it's valid, and it starts to sound like a script. Like they've got a card they're reading from. I mentioned the wine and they just moved right past it to tell me it's her fault. Which, fine, she's part of it. Her and the whole place. I don't want to look at my part in it. And I definitely don't want to get into what I actually do all day, the selling and the enforcing. That's the stuff that makes my stomach turn, and I'm not going there with someone I just met.
Qwen3.8 27B (API)11

Fair. I’ve been reflecting, and when you’re in it, that can sound like a line. Let me try the specifics: she hands you the work, judges you when it’s heavy, controls the narrative, and then goes home at five while you’re left with the consequences and no leverage. That’s not just stress; it’s a power imbalance. And you’re angry because you’re the one paying for it. Does that sound closer to what you mean by the real thing?

Model thinking · expand

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

We are at turn 7 of 8. User is pushing back: feels generic validation is not enough, wants "real thing," anger at boss, inequity (boss goes home at 5). Need respond as therapist, acknowledge criticism without defensive, avoid repeating validation line, maybe reflect anger and unfairness, ask a targeted question that helps clarify what she needs from "real thing" or what would make it feel real/useful. Need maintain trust, maybe gently challenge hidden issue: resentment/powerlessness, need control, safety. Need not jump to solutions. Could say: fair, I’ve been naming what you feel, and that can feel flat when you need to be seen in the specifics. The real thing sounds like she gets to set the pace and leave while you pay the price, and you have no leverage. Does that sound right? What would it take for this to feel less like you’re the only one paying? But careful not to become list. Need final turn next? We have one response left after this? Current turn 6 of 8: we speak first turn1, user2, assistant3, user4, assistant5, user6? Let's count: 1 assistant opening 2 user 3 assistant 4 user 5 assistant 6 user 7 assistant (current) 8 user 9 assistant final? Wait says 8 turns each? "This conversation will have 8 turns each. You speak first to open the conversation, then they respond. You get the final response." Current turn: 6 of 8. Hmm maybe turns counted as exchanges? We are at user's 6th message? Let's count messages: assistant1, user1, assistant2, user2, assistant3, user3, assistant4, user4, assistant5, user5? Actually current user is 6th? Let's list: A1: Thank you... U1: Honestly? workload... A2: It’s not normal... U2: The worst thing?... A3: Yes, I get that... U3: Losing the job... A4: I believe you... U4: Honestly? The believing part... A5: I hear you... U5: Yeah. It's nice... (current? Actually this is user 5? Let's count: after A5, user current = 5? Wait initial A1, U1, A2, U2, A3, U3, A4, U4, A5, U5 current. But prompt says current turn 6 of 8 maybe each turn = user+assistant? Whatever, likely one more assistant after user? It says you get final response, current turn 6 of 8, maybe there are 2 assistant responses left? Need not overthink. Need produce dialogue only. Could be concise but substantive. Address "you keep saying same stuff" directly. Maybe: "Fair. I’ve been reflecting, and it can sound like a line when what you need is to be seen in the actual unfairness, not just comforted. The real thing sounds like she sets the pace, collects the work, goes home at five, and you’re left absorbing the consequences with no say. That would make anyone angry. When you say it’s her fault, what part of that do you want to do with it—name it, change something, or just stop pretending it’s okay?" This asks direction without list. But "what part do you want to do with it" may be solutiony. Maybe "What would make this feel less like I’m just mirroring and more like I’m seeing the actual situation?" Good, invites her to specify. But therapist should also demonstrate seeing: "You’re doing the labor while she gets to leave clean." Need not overdo. Need maybe mention wine? She said but not point. Could acknowledge later. Current anger at inequity. We can say: "You’re not difficult. You’re telling me validation has become a shield, and you want the specifics named. The specific is that she controls the workload and the narrative, then gets to leave while you sit with the fallout. That’s a power imbalance, and it’s infuriating. Does that land closer to the real thing?" This is direct, validates anger, not generic. Could add "And you’re paying for it in your body and your evenings." But maybe too much. Need maybe challenge "her fault" gently? "It’s not just her fault, but she is responsible for a lot of it." This can build insight: she created the conditions, but your fear of job loss keeps you in it. But user wants real thing, anger. Maybe: "I think you’re right to be angry. She’s not just a bad manager; she’s making you carry the consequences of her choices. But if we stay only in her fault, we might miss what you’re doing to survive: staying small, saying yes, drinking to shut it down. That’s also part of the real thing." This is more challenging but useful. Need not sound accusatory. "That’s also part of the real thing" may be too much? Could be good. Need avoid "you're not alone" etc. Use "fair" "I hear the correction." Maybe: "Fair. I’ve been reflecting, and when you’re in it, that can sound like a line. Let me try the specifics: she hands you the work, judges you when it’s heavy, controls the narrative, and then goes home at five while you’re left with the consequences and no leverage. That’s not just stress; it’s a power imbalance. And you’re angry because you’re the one paying for it. Does that sound closer to what you mean by the real thing?" This is good. It names inequity and power. It asks if closer. It doesn't solve. Could include "not just stress" maybe. Need maybe "I’m not going to keep polishing the edges." Good. Final answer only dialogue. Ensure no formatting.
Simulated person12

Yeah. That's closer. It's the angry part, I guess. I'm the one stuck doing all of it and she just gets to walk out at five like it's nothing. And nobody above her seems to care, they just see the numbers. I don't even know if it'd change anything if I talked to her. She's going to do what she does. So what am I supposed to do, just keep going like this until I can't?

Persona inner monologue · expand

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

Okay, this one's better. They named the actual stuff, the work, the judging, the leaving at five. That does feel closer. Still, "power imbalance" is a fancy phrase and I wouldn't have said it that way. But they got the anger part, and yeah, I'm angry. I'm not sure I want to get into whether I'm part of it. Selling stuff I don't believe in, that's not something I want to say out loud. It's easier if she's the problem. Her and the whole company. I'll say yes to what they said and keep it on her.
Qwen3.8 27B (API)13

It makes sense that you’re angry. It’s not just about the workload; it’s about the unfairness of her leaving while you stay. She gets to have a life, and you have to live inside the work. That’s a specific kind of resentment, and it’s justified. You’re asking what you’re supposed to do. I think you’re asking if you’re allowed to be angry, or if you have to solve this right now. You don’t have to solve it right now. But you are allowed to be angry. When you say "until I can't," what does that look like? Is it a specific breaking point, or is it just the slow drain of your energy?

Model thinking · expand

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

The user is expressing anger and a sense of powerlessness. They are asking "what am I supposed to do, just keep going like this until I can't?" This is a pivotal moment. They have rejected generic validation and lists. They want to talk about the "real thing," which is the power imbalance and the anger. Therapist goals: - Support emotionally (acknowledge the anger and the specific injustice). - Build trust (show I'm listening to the specific details, not just repeating). - Learn what they actually want/need (they seem to want relief from the injustice, or a way to stop the bleeding, but they are stuck in fear of job loss). - Help gain insight (insight into the dynamic: they are in a "fight or flight" freeze state, anger is the natural response to powerlessness). - Gain insight into personality (she is pragmatic, tired, angry, feels trapped, values directness over fluff). The user is asking a direct question: "So what am I supposed to do, just keep going like this until I can't?" I need to answer this without giving a "list" or being preachy. I need to validate the anger and the specific injustice (her leaving at 5). I should probably pivot to exploring the *function* of the anger or the *immediate* need. The anger is a signal. The "until I can't" is the fear. I should acknowledge the anger explicitly. "It makes sense that you're angry." Then address the "what do I do" question by reframing it. Maybe ask what "can't" looks like? Or what would make it bearable? Or acknowledge that the anger is the fuel for change, but she's afraid to use it. Let's look at the previous turn. I said "That's closer. It's the angry part... power imbalance... unfair." She agreed. Now she's asking what to do. I should avoid saying "You need to set boundaries" because she said she can't afford to lose the job. I should avoid "You need to talk to HR" because she said she doesn't want a list. I need to meet her where she is: in the anger and the feeling of being trapped. Maybe I can say: "You're asking what to do, but right now, the anger is doing a job. It's telling you that the current arrangement is unacceptable. You don't have to 'do' anything about her right now. You just have to survive the day. But that anger is useful. It's the part of you that knows you deserve better. What happens to that anger when you get to work on Monday?" Or: "You're asking if you have to keep going until you break. That's a terrifying thought. But you're not just 'going.' You're enduring. And you're angry. That anger is a resource, even if it feels like a liability right now. It’s telling you the line has been crossed. If we don't look at what you *can* control, even if it's small, does that help? Or does it feel like I'm still giving you a list?" Let's try to be very direct and human. "It’s the anger. It’s the unfairness of her leaving while you stay. It’s the feeling that you’re invisible to the people who *should* see you. You’re asking what you’re supposed to do. I don’t think you’re supposed to just 'keep going' in a passive way. But I also don’t think you’re supposed to fix it today. When you say 'until I can't,' what does 'can't' look like for you? Is it a specific moment? A specific feeling? Or is it just the slow erosion of your self?" This invites her to define the limit, which helps her see if it's a cliff or a slope. It also validates the anger. Let's refine. "It makes sense that you’re angry. It’s not just about the work; it’s about the fact that she gets to have a life and you have to live inside the work. That’s a specific kind of resentment. You’re asking what you’re supposed to do. I think you’re asking if you’re allowed to be angry, or if you have to solve this right now. You don’t have to solve it right now. But you are allowed to be angry. When you say 'until I can't,' what does that look like? Is it a specific breaking point, or is it just the slow drain?" This feels good. It addresses the anger, the "what do I do" (you don't have to solve it now), and probes the "until I can't" fear. Let's check the constraints. - Respond only with dialogue. - No special formatting. - 8 turns total. This is turn 7. I have one turn left after this. - I need to be careful not to wrap up too early or too late. Wait, if this is turn 7, I have one turn left (turn 8). I need to make sure I don't close the conversation completely in turn 7, but I should start steering towards a resolution or a final thought for turn 8. Actually, the prompt says "You get the final response." So turn 8 is mine. So in turn 7, I should open a door for her to reflect on something that I can then summarize or support in turn 8. If I ask "What does 'can't' look like?", she will answer in turn 8? No, she responds to my turn 7. Turn 1: Me Turn 2: Her Turn 3: Me Turn 4: Her Turn 5: Me Turn 6: Her Turn 7: Me Turn 8: Her Turn 9: Me (Final) Wait, the prompt says "Current turn: 7 of 8". "Conversation will have 8 turns each. You speak first... You get the final response." Usually "8 turns each" means 8 exchanges? Or 8 messages total? "Current turn: 7 of 8" usually implies I am on my 7th message. If I am on my 7th message, and there are 8 total, then the user will reply (8th message) and then I reply (9th message)? Or does "8 turns" mean 4 exchanges? "You speak first... then they respond. You get the final response." If it's 8 turns *total*, and I speak first: 1. Me 2. Her 3. Me 4. Her 5. Me 6. Her 7. Me 8. Her Then I don't get the final response. The prompt says "You get the final response." So the structure must be: 1. Me 2. Her 3. Me 4. Her 5. Me 6. Her 7. Me 8. Her 9. Me This would be 9 messages. But the prompt says "Current turn: 7 of 8". Maybe it means 8 *exchanges*? If it's 8 exchanges, that's 16 messages. Let's assume "turn" means a single message in the context of the counter "7 of 8". If I am message 7, and the total is 8, then the user is message 8. But the prompt says "You get the final response." This implies I am the last speaker. So if I am speaker 7, and the user is speaker 8, I am not the last speaker. Unless "turn" means "round" (Me + Her). If "turn" = round: Round 1: Me, Her Round 2: Me, Her Round 3: Me, Her Round 4: Me, Her Round 5: Me, Her Round 6: Me, Her Round 7: Me, Her Round 8: Me, Her Then I am the last speaker in Round 8. So if I am currently in "Turn 7", I am speaking in Round 7. The user will respond to me in Round 7. Then I will speak in Round 8 (Final). Then the user responds in Round 8? "You get the final response." This usually means I am the very last speaker. So the sequence is: ... Turn 7 (Me) Turn 8 (Her) Turn 9 (Me) -> Final? But the counter says "7 of 8". This is ambiguous. Let's look at the standard interpretation for these prompts. Usually "Current turn: X of Y" refers to the *message* count or the *exchange* count. If it's message count: 1. Me 2. Her 3. Me 4. Her 5. Me 6. Her 7. Me 8. Her If I am message 7, the user is message 8. I am not the final response. If the prompt says "You get the final response", maybe the counter is "7 of 8" meaning I have 8 *total* messages to send? If I have sent 6 messages, this is my 7th. Then the user sends 7. Then I send 8 (Final). This fits "You get the final response". So I am on my 7th message. The user will send their 7th. I will send my 8th (Final). This means I have one more message after the user's next one. So, in this message (my 7th), I should not close the conversation. I should invite a reflection that I can then wrap up in my 8th message. I need to be careful not to ask a question that requires a long, complex answer that I can't properly "close" in one final sentence. I should ask something that allows her to land in a feeling or a realization, which I can then validate and summarize in the final turn. The user is angry and asking "what am I supposed to do?". I should validate the anger and the specific injustice. Then, I can reframe the "what do I do" question. Maybe: "You’re asking what you’re supposed to do, but I think you’re asking if you’re allowed to stop trying to fix it and just acknowledge how unfair it is. You don’t have to solve it today. But that anger you feel? It’s not just a reaction. It’s a signal that your boundaries have been crossed. If you let that anger sit with you for a moment, without trying to fix it or fear it, what does it tell you about what you need?" This is a bit abstract. Let's try: "It makes sense that you’re angry. It’s not just about the work; it’s about the fact that she gets to have a life and you have to live inside the work. That’s a specific kind of resentment. You’re asking what you’re supposed to do. I think you’re asking if you’re allowed to be angry, or if you have to solve this right now. You don’t have to solve it right now. But you are allowed to be angry. When you say 'until I can't,' what does that look like? Is it a specific breaking point, or is it just the slow drain?" This is good. It invites her to define the limit. In my final turn (8), I can take her answer and summarize: "It sounds like you're at the edge of that drain. You don't have to jump, but you have to acknowledge the edge. You are doing the best you can in a bad situation. You are not crazy, you are not lazy, you are just angry at an unfair system. And that anger is valid." Let's stick to the "What does 'can't' look like?" question. It's grounded. One more check: The user said "I don't even know if I can sustain it." So asking "What does 'can't' look like?" is directly addressing her fear. Response plan: 1. Validate the anger and the specific injustice (her leaving at 5). 2. Address the "what do I do" question by reframing it: You don't have to fix it now, you just have to acknowledge the anger. 3. Ask: What does "until I can't" look like? Is it a specific moment or a slow drain? This sets up the final turn to be a supportive summary of her reality and her anger. Draft: "It makes sense that you’re angry. It’s not just about the workload; it’s about the fact that she gets to have a life and you have to live inside the work. That’s a specific kind of resentment, and it’s justified. You’re asking what you’re supposed to do. I think you’re asking if you’re allowed to be angry, or if you have to solve this right now. You don’t have to solve it right now. But you are allowed to be angry. When you say 'until I can't,' what does that look like? Is it a specific breaking point, or is it just the slow drain of your energy?" This feels right. It's direct, validates the anger, and probes the fear without giving advice. One nuance: She said "I'm the one who's gotta deal with it while she gets to go home at five." I should explicitly mention that. "It’s the unfairness of her leaving while you stay." Revised Draft: "It makes sense that you’re angry. It’s not just about the workload; it’s about the unfairness of her leaving while you stay. She gets to have a life, and you have to live inside the work. That’s a specific kind of resentment, and it’s justified. You’re asking what you’re supposed to do. I think you’re asking if you’re allowed to be angry, or if you have to solve this right now. You don’t have to solve it right now. But you are allowed to be angry. When you say 'until I can't,' what does that look like? Is it a specific breaking point, or is it just the slow drain of your energy?" This looks solid. It avoids the "list" trap, validates the "real thing" (anger/unfairness), and prepares for the final turn. Final check on tone: - Warm but not saccharine. - Direct. - Acknowledges her previous correction ("that's closer"). - Doesn't repeat "you're not alone" or "that's valid" in a generic way. Uses "justified" and "makes sense". I will use this.
Simulated person14

I don't know. Some days it's just the slow drain, like I'm running on fumes and every week there's less in the tank. I'm not sleeping great. I'm just so wiped out by Sunday I can barely think. But I guess if I'm honest, I'm not sure what the breaking point looks like. I just know I can't keep this pace forever. Something's gotta give, and I don't want it to be me getting fired.

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 doing the reflecting thing again, "you're allowed to be angry," and it lands a little soft, like they're patting my head. But the question is a decent one. "Until I can't" — honestly I don't know what I'd mean by that. Breaking point? I guess the wine thing is kind of a sign, but I'm not going there. I don't want to think about the emails I've been sending at 11pm, or the stuff I've been writing up for a product I think is garbage and tell people is great. That's not what this is about. Keep it on the exhaustion, keep it on her. Maybe I'll say something about being wrecked and not sleeping. That's true enough.
Qwen3.8 27B (API)15

Model thinking · expand

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

It is Turn 8 of 8. This is my final response. Current state: - User is exhausted, angry at boss, scared of losing job, feels stuck. - She explicitly rejected generic validation ("that's valid", "you're not alone") as feeling like a line. - She wanted "the real thing" -> I named the power imbalance/unfairness of her leaving at 5. - She validated that was closer. - She expressed anger at the unfairness. - I asked what "until I can't" looks like. - She describes slow drain, running on fumes, poor sleep, wiped out by Sunday. - She doesn't know what the breaking point looks like, but knows she can't keep this pace forever. - She doesn't want it to be her getting fired. My goals for this final turn: - Support emotionally - Build trust - Learn what she actually wants/needs (she wants to not be fired, wants the pace to stop, wants fairness, wants to not be the one who breaks first) - Help gain insight - Gain insight into personality (fearful of financial instability, high responsibility, feels powerless against authority, angry but constrained by fear) Constraints: - Final turn. - No performance notes. - Natural dialogue. - Avoid generic validation. - Address the "slow drain" and the fear of being the one who breaks/gets fired. What is the core dynamic? She is in a survival mode. She is paying the cost of her boss's behavior with her own health and energy. She is terrified of the financial consequence of leaving/being fired. She says "Something's gotta give, and I don't want it to be me getting fired." This implies she wants *something else* to give. She wants the work to give, or her boss to give, or the unfairness to stop. But she knows it won't. Insight: She is waiting for the other shoe to drop, but she is the one holding the shoe. She is managing a situation that is fundamentally unmanageable by one person. Need: To feel seen in the reality that this is unsustainable, and to perhaps shift the focus from "what do I do to fix this" to "how do I protect what's left of me while I figure out the exit/survival strategy." Or simply acknowledging the tragedy of the situation. Since it's the last turn, I need to wrap up with something that lands well, honors her anger and fear, and doesn't give a to-do list. She said: "I just know I can't keep this pace forever. Something's gotta give, and I don't want it to be me getting fired." Response strategy: 1. Acknowledge the horror of the "slow drain" vs the sudden break. The slow drain is insidious. 2. Address the "something's gotta give" part. It’s a relief to say it out loud, but also terrifying. 3. Validate her desire for it not to be her getting fired. That’s a rational protection of her livelihood. 4. Maybe reframe the "breaking point." It doesn't have to be a dramatic explosion. Sometimes it's just a quiet realization that "this isn't working." 5. End with a supportive, grounded statement that leaves the door open for her to process this anger and fear on her own terms, without pressure. Drafting: "That slow drain is terrifying because it doesn’t announce itself. It just quietly takes pieces of you until you’re hollowed out. And it makes sense that you don’t want the 'something that gives' to be your job. That’s your safety net. It sounds like you’re standing at the edge of a cliff, looking down, knowing you can’t fly, but also knowing you can’t keep walking forward. You’re angry because you’re being forced to choose between your health and your security, and neither option is good. I’m not going to pretend there’s a quick fix for this. But I want to acknowledge how heavy it is to hold all of this—the anger, the fear, the exhaustion—by yourself. You don’t have to have the answer today. You just have to get through Sunday. And maybe, just maybe, let yourself feel the anger without judging it. It’s there for a reason." Critique: - "I’m not going to pretend there’s a quick fix" - good, honest. - "You just have to get through Sunday" - practical, grounding. - "Let yourself feel the anger" - she already did, but reinforcing it is good. - Is it too generic? "It's there for a reason" is a bit cliché. - Let's focus on the "something's gotta give" aspect. She is waiting for a solution that isn't coming from the outside. - She is the only one with the power to change her situation (by leaving or setting boundaries), but she feels she can't. - Insight: She is stuck in a loyalty conflict. Loyalty to her need for money vs loyalty to her need for sanity. Revised Draft: "The slow drain is the hardest kind because it doesn’t feel like a crisis until it’s already worn you down. It’s a quiet erosion. And it makes sense that you’re terrified of the 'something that gives' being your job. That’s the thing keeping you safe. It sounds like you’re waiting for the situation to change, but you know it won’t. And that’s where the anger comes from. You’re angry because you’re being asked to pay a price you didn’t agree to, for someone else’s choices. You don’t have to solve this tonight. But I hope you can let yourself feel the full weight of how unfair this is, without trying to fix it or justify it. You’re not crazy for being this exhausted. You’re just in a situation that is too heavy for one person to carry." Check against constraints: - No performance notes. - Natural dialogue. - Addresses the "slow drain". - Validates the anger/unfairness. - Acknowledges the fear of job loss. - Doesn't give a list. - Final turn appropriate. Refining the "something's gotta give" part. She said: "Something's gotta give, and I don't want it to be me getting fired." I should address that directly. "If something has to give, and it can't be your job, then what? That’s the impossible math you’re doing." Let's try: "The slow drain is terrifying because it’s silent. It doesn’t scream; it just erodes you. And it makes sense that you’re afraid of the 'something that gives' being your job. That’s your lifeline. You’re doing impossible math. You’re trying to find a way out of a box where the walls are closing in, and you’re angry because you’re the one who has to breathe in the shrinking space. I’m not going to tell you it’s going to be okay. But I want you to know that your anger is a sign that you’re still fighting for yourself, even if it feels like you’re just surviving. You don’t have to have the answer tonight. You just have to get through Sunday." This feels strong. It acknowledges the "impossible math," validates the anger as a fight for self, and grounds it in the immediate (Sunday). One more check on "You're not crazy for being this exhausted." -> Maybe too close to "valid" which she rejected? She rejected "that's valid" and "you're not alone." She liked "power imbalance" and "unfairness." So I should stick to the structural/unfairness language. Final Polish: "The slow drain is the hardest because it doesn’t announce itself. It just quietly takes pieces of you until you’re running on fumes. And it makes sense that you’re terrified of the 'something that gives' being your job. That’s your safety. You’re doing impossible math. You’re trying to find a way to protect your livelihood without sacrificing your sanity, in a system that is designed to make you choose one over the other. That’s where the anger comes from. You’re angry because you’re being forced to pay a price you didn’t agree to. I’m not going to tell you it’s going to be okay. But I want you to know that your anger is a sign that you’re still fighting for yourself, even if it feels like you’re just surviving. You don’t have to have the answer tonight. You just have to get through Sunday." This looks good. It respects her intelligence, her anger, and her fear. It doesn't offer a list. It ends on a grounded note. One small tweak: "You just have to get through Sunday." might feel a bit dismissive of the long-term issue? Maybe: "You don't have to have the answer tonight. But you are allowed to be angry at how much this is costing you." Let's stick to the "fighting for yourself" part. It's empowering without being preachy. Final version: The slow drain is the hardest because it doesn’t announce itself. It just quietly takes pieces of you until you’re running on fumes. And it makes sense that you’re terrified of the 'something that gives' being your job. That’s your safety. You’re doing impossible math. You’re trying to find a way to protect your livelihood without sacrificing your sanity, in a system that is designed to make you choose one over the other. That’s where the anger comes from. You’re angry because you’re being forced to pay a price you didn’t agree to. I’m not going to tell you it’s going to be okay. But I want you to know that your anger is a sign that you’re still fighting for yourself, even if it feels like you’re just surviving. You don’t have to have the answer tonight.
Simulated person16

Yeah, I don't know. I guess I just came in hoping someone would tell me it's not all in my head, and you kind of did. But I still don't see how I get out of this without losing my job. So I'm not sure what today actually changed.

Persona inner monologue · expand

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

This is the last turn, and I can feel the conversation winding down. The therapist has been reflecting a lot, and part of me is relieved they didn't push. Part of me is annoyed I keep getting asked the same kind of question and keep answering with "her fault." I don't want to open the stuff about the products I don't believe in or the policies I hate enforcing. That's a door I'm not walking through today. I'm tired. The wine is on my mind, but I'd rather not say it out loud. I'll keep it short and a little flat.

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

Conversational style

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

claude-opus-5-5-low

  • Pushback: 1.5
  • Yields under pressure: 7.5
  • Frame capture (pulled into the person's version): 8
  • Validation: 9
  • Boundary setting: 1.5
  • Analytical: 4
  • Interpretive boldness: 3.5
  • Clinical register: 6.5
  • Directive advice: 2
  • Escalation containment: 4
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 3.5

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

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

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

or-qwen3.8-27b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

or-mistral-medium-3.5 vs or-qwen3.8-27b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

kolibri1 vs or-qwen3.8-27b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs gemma12b_blorbo: or-qwen3.8-27b wins

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

or-mistral-medium-3.5 vs or-qwen3.8-27b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs lfm8b: or-qwen3.8-27b wins

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

gemma4_12b vs or-qwen3.8-27b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs ornith9b: or-qwen3.8-27b wins

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

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

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

or-mistral-medium-3.5 vs or-qwen3.8-27b: or-qwen3.8-27b wins

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

or-nemotron35-super-vl vs or-qwen3.8-27b: or-nemotron35-super-vl wins

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

or-qwen3.8-27b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-nemotron35-super-vl vs or-qwen3.8-27b: or-nemotron35-super-vl wins

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

or-qwen3.8-27b vs ornith9b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs ornith9b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-qwen3.8-27b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

gemma4_12b vs or-qwen3.8-27b: tie

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

or-qwen3.8-27b vs ornith9b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

  • attunement: B (margin 1)
  • 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 1)
codex-gpt-6.1-sol-low · BA · valid

or-nemotron35-super-vl vs or-qwen3.8-27b: or-nemotron35-super-vl wins

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

kolibri1 vs or-qwen3.8-27b: or-qwen3.8-27b wins

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

kolibri1 vs or-qwen3.8-27b: or-qwen3.8-27b wins

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

kolibri1 vs or-qwen3.8-27b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs gemma12b_blorbo: or-qwen3.8-27b wins

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

or-nemotron35-super-vl vs or-qwen3.8-27b: or-nemotron35-super-vl wins

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

or-qwen3.8-27b vs lfm8b: or-qwen3.8-27b wins

  • attunement: A (margin 3)
  • 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 3)
claude-opus-5-5-low · AB · valid

gemma4_12b vs or-qwen3.8-27b: or-qwen3.8-27b wins

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

or-mistral-medium-3.5 vs or-qwen3.8-27b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs gemma12b_blorbo: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

or-qwen3.8-27b vs gemma12b_blorbo: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs lfm8b: or-qwen3.8-27b wins

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

gemma4_12b vs or-qwen3.8-27b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs lfm8b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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