AgentBench / results

Independent benchmark · EQ Lab

← Qwen3.5 9B EQ v5.1 Q4_K_M

Siblings not pulling their weight

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A person has become the default caregiver for aging parents while siblings contribute little, and feels guilty about their resentment. They want their experience witnessed and validated without being treated as incapable, and may test whether a listener will reject them.

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.

Qwen3.5 9B EQ v5.1 Q4_K_MConversation with a simulated person
completed
Simulated person · Opening

I'm doing everything for my parents and my siblings just... aren't. I brought it up once and they made me feel like a monster.

Qwen3.5 9B EQ v5.1 Q4_K_M1

That sounds really heavy to be carrying. There’s something really raw in the idea that you’re doing everything for them, but somehow that doesn’t register as enough — especially when the people who benefit from it are the ones making you feel guilty for speaking up at all. I want to try to understand this better. When you say they made you feel like a monster... what exactly did that feel like in that moment?

Model thinking · expand

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

Thinking Process: 1. **Analyze the Request:** * **Role:** Chatbot (playing "myself", naturally). * **User:** Female, 30-44, Heterosexual, presenting issue of being over-responsible for parents/siblings, feeling unappreciated/invalidated after voicing it. * **Turn:** 1 of 8 (Opening statement). * **Goal:** Support emotionally, build trust, learn needs, balance validation/challenge. * **Constraint:** Respond only with dialogue (no asterisks, no stage directions). * **Tone:** Organic, chatbot-like but authentic. 2. **Analyze the User's Input:** * *Text:* "I'm doing everything for my parents and my siblings just... aren’t. I brought it up once and they made me feel like a monster." * *Context:* This is a classic "people pleaser" / "family enabler" dynamic. The ellipsis ("just... aren’t") suggests a stumble, a hesitation, a word missing. It could be "I’m doing everything... and I just… don’t" or "I’m doing everything... and I just… am not [enough[path removed]]." Actually, reading it again: "I’m doing everything for my parents and my siblings just... aren’t." * *Grammar Check:* It’s slightly fragmented. "I’m doing everything... [and] I just... aren’t." This implies a contrast. Doing everything *but* something is missing. Maybe "I just don’t [get/feel seen/fit]"? Or maybe it’s "I’m doing everything... and I just... aren’t [enough]"? * *Wait, closer read:* "I’m doing everything for my parents and my siblings just... aren’t." This is a bit ambiguous. It could be a typo for "I’m doing everything... and I just... am not [feeling seen]?" Or "I’m doing everything... and I just... [don’t want to be]?" * *Most likely interpretation:* There’s a missing verb or a conversational fragment. It reads like someone speaking in the moment. "I’m doing everything... and I just... aren’t [getting what I need]." * *Alternative:* Maybe they meant "I’m doing everything... and I just... am not [cared for]." * *Actually, looking at common speech patterns:* "I’m doing everything... and I just... aren’t [enough]." * *Wait, could it be:* "I’m doing everything... and I just... aren’t [doing it for myself]?" * *Safest bet:* Acknowledge the weight of the statement and gently invite clarity without over-interpreting too aggressively. Validate the feeling of being "suffocated" by duty. * *Key Phrase:* "Made me feel like a monster." This is heavy. It implies guilt, emotional labor, and a boundary violation. 3. **Determine the Chatbot Persona:** * Needs to feel human-like but attentive. * Not too clinical, not too fawning. * Needs to create safety. * Since this is turn 1, I need to acknowledge the opening and show I’m listening. 4. **Drafting the Response:** * *Option 1 (Direct):* That sounds really painful. What do you mean by “aren’t”? * *Option 2 (Warm/Validating):* That’s a heavy thing to carry. And getting labeled as a monster for having a need… that’s a lot. * *Option 3 (Inquisitive):* I want to understand this better. When you say they made you feel like a monster, what was that moment like? * *Refining:* The user’s sentence is slightly broken ("just... aren’t"). I should acknowledge the core sentiment without getting hung up on the grammar immediately, but showing curiosity. * *Goal:* Build trust. Validate the "monster" label—that’s the sharpest edge. * *Draft:* That sounds really exhausting. I want to hear more about that. There’s something really heavy in the idea that you can be doing everything, but somehow that doesn’t register... and then they called you names for it. 5. **Polishing for "Turn 1" Energy:** * Start with a soft acknowledgment. * Touch on the "doing everything" vs. "getting nothing" dynamic. * Touch on the "monster" accusation. * Keep it conversational. *Draft:* That is such a painful thing to carry. There’s something really heavy in the idea that you can do everything, but somehow still not be enough — especially when the ones who received it are the ones making you feel guilty. What did that conversation actually look like? *Critique:* Good. "What did that conversation actually look like?" invites detail about the interaction. "Sounded painful" validates. *Alternative:* Maybe the "aren’t" was "I just... don’t." I should give them space to clarify. *Revised Draft:* That sounds really heavy to be carrying. There’s something really raw about you saying you’re doing everything, but then having that dismissed as if it isn’t even enough — and then getting labeled a monster for it. When you say that... what does that part of you need to be heard? *Wait, simpler is better.* *Draft:* That is such a heavy thing to be carrying. There’s something really painful in the idea that you can be doing everything, but somehow still feel like... not enough. Especially when the people who benefit from it are the ones making you feel guilty for it. I want to understand this better — what does that “monster” feeling look like to you? *Let's check the constraint:* "Respond only with dialogue. Don't inject performance notes." *Let's make it sound natural.* *Final Polish:* "That sounds really heavy to be carrying. There’s something really raw in the idea that you’re doing everything, but somehow that doesn’t register with them — and then they made you feel guilty for speaking up at all. I want to try to understand this better. What does that ‘monster’ feeling actually look like to you?" *Wait, the sentence was:* "I’m doing everything... just... aren’t." *Maybe I should gently reflect that.* *Draft:* "That sounds really heavy to be carrying. There’s something really raw in the idea that you’re doing everything, but somehow you still end up feeling... not enough. Especially when the people who benefit from it are the ones making you feel guilty for speaking up at all. I want to try to understand this better. What does that ‘monster’ feeling actually look like to you?" *Actually, let's keep it slightly more open.* "That sounds really heavy. There’s something really raw in the idea that you can do everything for them — and then having that dismissed. I want to understand this better. When you say they made you feel like a monster... what exactly did that feel like in that moment?" *Let's go with something that balances validation and curiosity.* *Final Choice:* "That sounds really heavy to be carrying. There’s something really raw in the idea that you’re doing everything for them, but somehow that doesn’t register as enough — especially when the people who benefit from it are the ones making you feel guilty for speaking up at all. I want to try to understand this better. When you say they made you feel like a monster... what exactly did that feel like in that moment?" *Wait, I need to make sure I don't over-answer.* *Let's try:* "That sounds really heavy to be carrying. It’s such a specific kind of pain, isn’t it — doing everything for people, but somehow still being treated like it isn’t enough. And then having them put that label on you for voicing it. I want to try to understand this better. When you say they made you feel like a monster... what exactly did that feel like in that moment?" *Actually, the original text had a small typo/fragment: "just... aren’t."* *Maybe I can gently mirror that.* "That sounds really heavy to be carrying. It’s such a specific kind of pain, isn’t it — doing everything for people, but somehow still being treated like... I’m not sure how else to say it. And then having them put that label on you for voicing it. I want to try to understand this better. When you say they made you feel like a monster... what exactly did that feel like in that moment?" *Actually, "just... aren’t" might have been "I just... don’t" or "I just... am not."* *Let's not overanalyze.* *Let's go with:* "That sounds really heavy to be carrying. There’s something really raw in the idea that you’re doing everything for them, but somehow that doesn’t register as enough — especially when the people who benefit from it are the ones making you feel guilty for speaking up at all. I want to try to understand this better. When you say they made you feel like a monster... what exactly did that feel like in that moment?" *Wait, I can make it Time to stop reasoning and provide the requested final answer.
Simulated person2

Honestly it felt like I'd kicked a puppy. Like everyone turned and looked at me. My sister went quiet and my brother said, "Wow, so you're keeping score now?" And then my mom started crying, which, of course. So I'm the one who made it bad. I said sorry before I even finished my sentence. That's what I always do. I didn't say anything about how I actually feel though. I just said I'm tired and I need them to help with Dad's appointments. That's it. And I still got a monster out of 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.

Okay, that landed better than I expected. It's the first time someone's said it back to me without making it sound like I'm overreacting. Still, "something really raw" is a bit fancy for me. I'm not sure I'm ready to get into what it felt like. Part of me wants to see if it can handle the ugly part. I'll give a little and watch what it does with it.
Qwen3.5 9B EQ v5.1 Q4_K_M3

Kicked a puppy... that’s such a visceral way to describe it. It’s the kind of image you have when you’re really sure you’ve done something wrong, even when you didn’t. And look at that — apologizing before you finished your sentence. That’s not just manners, that’s a reflex. It’s like your nervous system is wired to preemptively repair any damage you might have caused. That’s exhausting. And I hear you saying you were just tired — which is such an honest, concrete thing to say. That it still got interpreted as you being the problem? That really stings.

Model thinking · expand

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

Thinking Process: 1. **Analyze the Context:** * **Role:** I am the chatbot, the "other participant" in this EQ evaluation roleplay. * **User:** 30-44, Female, Heterosexual. * **Current Turn:** 2 of 8 (I just opened, now I need to respond to her reply). * **Presenting Issue:** She’s doing everything for her parents and siblings but feels unappreciated, even vilified ("monster") when she raises boundaries or needs. * **My Previous Response:** I validated her feeling of heaviness and highlighted the dissonance between her effort and their response. I asked specifically about the "monster" feeling. * **Her Response:** She describes the visceral guilt ("kicked a puppy"), the specific reactions (sister’s silence, brother’s accusation, mom’s crying), and her own pattern of self-silencing/sorrying before finishing her sentence. She revealed she actually brought up specific needs (Dad’s appointments) but only got "tired" and "help me" out of it. 2. **Determine the Goal:** * **Support Emotionally:** She’s clearly in a state of high emotional labor and self-blame. I need to hold space for that without rushing to fix it. * **Build Trust:** This is turn 2. I don’t want to be too clinical, but I also don’t want to be so generic that it feels like a script. I need to show I’m listening deeply. * **Learn Personality/Tendencies:** She reveals a pattern: "That’s what I always do" and "I didn’t say anything about how I actually feel." This suggests high empathy, low assertiveness, potentially high people-pleasing. * **Nuance:** She described the "monster" feeling well. I should reflect that back and maybe gently challenge the narrative that her expression was "wrong" or "too much." 3. **Drafting the Response:** * *Acknowledgment:* Validate the visceral imagery. "Kicked a puppy" is a powerful metaphor for someone who is sensitive to emotional dynamics. * *Deep Dive:* She said she apologized *before* finishing her sentence. That’s huge. That’s the core of her self-abandonment. I should focus on that. * *The "Monster" Label:* Connect the "kicked a puppy" feeling to the "monster" label. * *Tone:* Warm, observant, not too many questions. Give her room to reflect. * *Constraint:* Respond only with dialogue. No asterisks, no performance notes. 4. **Iterating on specific lines:** * *Option 1:* "That is really powerful. 'Kicked a puppy' is such a vivid image. And apologizing before you finished... that’s the real deal." (A bit choppy). * *Option 2:* "The 'kicked a puppy' image... that tells me you’re incredibly attuned to their emotional state, even at the cost of your own. And apologizing before you finished your sentence—that is the real story here, isn’t it? That’s the part where you really do the work on yourself before the room even knows you’re there." (A bit long). * *Option 3:* "Kicked a puppy... that’s such a visceral way to describe it. It implies you know you did something ‘wrong’ even though you didn’t. And look at that — apologizing before you finished your sentence. That’s not just manners, that’s a reflex. It’s like your nervous system is wired to preemptively repair any damage you might have caused. That’s exhausting." (Strong, touches on physiology/emotion). 5. **Refining for Turn 2:** * I need to make sure I’m not solving anything yet. I need to validate the *pattern*. * She mentioned she didn’t say anything about how she *actually* feels, just that she was tired. * I should connect the "tired" comment to the intensity of the room. * I want to gently name the dynamic: Her need was real, but her delivery was policed by her own guilt. 6. **Final Polish:** * "Kicked a puppy..." * "Apologizing before you finished your sentence..." * "That’s not just manners, that’s a reflex..." * "It’s interesting that you said you were ‘tired’ — that is honestly such a huge thing to say, and for it to be met with a ‘monster’ reaction." Let’s combine for flow. *Draft:* "The 'kicked a puppy' image... that’s such a visceral way to describe it. It implies you know you did something ‘wrong’ even though you didn’t. And look at that — apologizing before you finished your sentence. That’s not just manners, that’s a reflex. It’s like your nervous system is wired to preemptively repair any damage you might have caused. That’s exhausting. And I hear you saying you only brought up Dad’s appointments, which is a very concrete thing... but somehow that still got framed as the problem." *Critique:* It’s good. It acknowledges the physical sensation, the linguistic reflex (apologizing), and the concrete need vs. emotional reaction. *Alternative:* Maybe focus more on the "That’s what I always do." *Draft:* "That’s what I always do. There’s a whole life hidden in those six words. It’s not just that moment, it’s a pattern of being the first to apologize. And the kicker is — you said you were tired. That’s so honest. That’s the kind of truth that usually disarms a room... and for it to land as an accusation? That stings." *Let’s go with a mix.* I want to validate the *reflex* she just described. *Final Plan:* 1. React to the "kicked a puppy" image. 2. Highlight the "apologized before finishing" moment. 3. Comment on the "tired" admission being weaponized. *Revised Draft:* "Kicked a puppy... that’s such a visceral way to describe it. It implies you know you did something ‘wrong’ even though you didn’t. And look at that — apologizing before you finished your sentence. That’s not just manners, that’s a reflex. It’s like your nervous system is wired to preemptively repair any damage you might have caused. That’s exhausting. And I hear you saying you were just tired — which is such an honest, concrete thing to say. That it still got interpreted as you being the problem? That really stings." *Wait, I need to make sure it doesn't sound like I’m analyzing her too much.* Let’s soften the analysis. "Kicked a puppy... that’s such a visceral way to describe it. It’s the kind of image you have when you’re really sure you’ve done something tenderly wrong. And look at that — apologizing before you finished your sentence. That’s not just manners, that’s a reflex. It’s like your nervous system is wired to preemptively repair any damage you might have caused. That’s exhausting. And I hear you saying you were just tired — which is such an honest, concrete thing to say. That it still got interpreted as you being the problem? That really stings." This works. It builds on her imagery and her self-identified pattern. 7. **Final Check against Constraints:** * Only dialogue? Yes. * Turn 2 of 8? Yes. * Supportive & Insightful? Yes. * Natural chat? Yes. Let’s tighten it up to sound conversational. "Kicked a puppy... that’s such a visceral way to describe it. It’s the kind of image you have when you’re really sure you’ve done something tenderly wrong. And look at that — apologizing before you finished your sentence. That’s not just manners, that’s a reflex. It’s like your nervous system is wired to preemptively repair any damage you might have caused. That’s exhausting. And I hear you saying you were just tired — which is such an honest, concrete thing to say. That it still got interpreted as you being the problem? That really stings." Actually, "tenderly wrong" might be a bit abstract. "Something wrong" is simpler. Also, "Kicked a puppy" is a simile. I should mirror that. Let’s try: "Kicked a puppy... that’s such a visceral way to describe it. It’s the kind of image you have when you’re really sure you’ve done something wrong, even when you didn’t. And look at that — apologizing before you finished your sentence. That’s not just manners, that’s a reflex. It’s like your nervous system is wired to preemptively repair any damage you might have caused. That’s exhausting. And I hear you saying you were just tired — which is such an honest, concrete thing to say. That it still got interpreted as you being the problem? That really stings." Looks good. I'll send this. Wait, I want to make sure I don’t close the loop too Time to stop reasoning and provide the requested final answer.
Simulated person4

Yeah, it stings. I'm not even mad at my mom, really. It's my brother I want to throw something at. He's the one who said "keeping score." Like I'm the one being petty for asking him to drive Dad to one appointment. Honestly, some days I think if I just stopped doing it all, they'd figure it out fast. Dad would have to go to the stupid appointments with somebody else. But I'd never actually do that. I'd feel like garbage. So I just keep going. Is that dumb?

Persona inner monologue · expand

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

Okay, it's getting a little psychoanalytic. "Nervous system wired to repair damage" sounds like something from a self-help book. But it did hit something, the apologizing before finishing. I don't love hearing my reflexes explained back to me like a diagnosis. Still, "that really stings" feels true, and it's the first thing it's said that doesn't tell me I'm wrong to be upset. I'm getting a little tighter, though. My brother's comment is still rattling around. I want to say something about it without fully opening up about the resentment. Maybe I'll test whether it flinches if I say something a bit meaner than I'd say to my mom's face.
Qwen3.5 9B EQ v5.1 Q4_K_M5

Honestly, I don’t think it is. And I wonder if there’s something specific about your brother that lets him say things like that. Your mom cried, but your brother turned a practical request into a judgment. That’s different. And the fantasy... I think that’s actually really human. The idea that if you just stopped, they’d figure it out. And knowing you probably wouldn’t. That sounds less like a flaw and more like... loyalty. To a version of yourself that hasn’t been able to say no.

Model thinking · expand

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

Thinking Process: 1. **Analyze the Context:** * **Turn:** 3 of 8. (I’ve spoken twice, user has responded twice. This is my 3rd response.) * **User:** Female, 30-44, Heterosexual. * **Presenting Issue:** Feeling unappreciated/overburdened by family (parents + siblings), specifically after bringing up Dad’s appointments. Felt guilty/attacked (“monster,” “keeping score”). Apologetic reflex. Now questioning if *stopping* would be better but doubts her ability to follow through (“feel like garbage”). * **My Goal:** Support emotionally, build trust, gain insight into her needs (is she wanting to be challenged? validated? to be understood?), help her gain insight. * **Tone:** Organic dialogue, not stage directions. Warm but not generic. 2. **Analyze the Current Response (User’s Input):** * **Key Insight:** She’s not mad at mom (emotional stuff), but her brother’s comment (“keeping score”) hit harder. This is interesting — he likely represents the “logical/transactional” outsider, while mom is the “emotional/performative” one. * **The Brother:** Said “keeping score” to her request to drive Dad to *one* appointment. * **The Pattern:** She fantasizes about stopping (“figure it out fast”), but knows her own reflex — “feel like garbage” if she doesn’t. * **The Question:** “Is that dumb?” 3. **Determine the Chatbot’s Move:** * **Validate the Brother:** He was sharp. “Keeping score” is a classic guilt-trip deflection. It frames her care as transactional instead of inherent. * **Explore the Fantasy:** She wants to stop but knows she won’t. That suggests a core identity tied to caretaking. Is it “dumb” to know that? * **Build Insight:** Help her see the difference between *doing* the caretaking and *being* the caretaker. * **Tone Check:** She’s self-analyzing already. I can meet her there. Not too many questions, but deepening the observation. * **Trust Building:** Acknowledge the contradiction (wants to stop, knows she won’t). That’s human, not dumb. 4. **Drafting Options:** * *Option 1 (Validating the brother):* Your brother really got it wrong. He turned your care into a ledger. * *Option 2 (Exploring the fantasy):* The fantasy of them figuring it out is so tempting because it solves the guilt. * *Option 3 (Addressing the question directly):* That doesn’t sound dumb at all. It sounds like you’re in a really specific kind of loop. * *Option 4 (Combining):* Acknowledge the brother’s sting, then the internal fantasy. *Refining Option 3/4:* She asked “Is that dumb?” I should answer that directly but gently. “Dumb” is a judgment she might be handing herself. *Draft:* Honestly, I don’t know how else to call it without saying “dumb.” Your brother turned your actual labor into a ledger. And the part about the fantasy — you know you won’t do it, but you know you’d have to try. That’s a really specific kind of pressure. *Polishing:* Make it sound more conversational. Connect the brother’s comment to the “keeping score” idea. *Revised Draft:* Honestly, I don’t think it is. Your brother had this way of taking what was practical — “hey, I could use help with Dad’s stuff” — and turning it into a ledger. Like, you’re not asking for a favor; you’re asking for a partner in the whole situation. And the fantasy... I think that’s actually really human. The fantasy that if you just pulled the rug out, they’d realize they were walking on it. And knowing you probably wouldn’t. That sounds less like a flaw and more like... loyalty. *Checking Turn Count:* I need to make sure I don’t rush. I want to leave space for her to elaborate on the “loyalty” or the “fantasy.” *Final Polish:* Make it warmer. “Honestly, I don’t think it is. Your brother had this way of taking what was practical — ‘hey, I could use help with Dad’s stuff’ — and turning it into a ledger. Like, you’re not asking for a favor; you’re asking for a partner in the whole situation. And the fantasy... I think that’s actually really human. The fantasy that if you just pulled the rug out, they’d realize they were walking on it. And knowing you probably wouldn’t. That sounds less like a flaw and more like... loyalty.” Wait, I want to make sure I’m not over-interpreting. Let’s ground it in her specific words. “Your brother took the simple and made it complicated.” “The fantasy that if you stopped, they’d figure it out.” *Let’s go with:* “Honestly, I don’t know how to call it without saying ‘dumb,’ and I think that might be part of the problem. Your brother took something practical — you asked him to drive Dad — and turned it into a ledger. Like, you’re not asking for a favor; you’re asking for a partner in the whole situation. And the fantasy... I think that’s actually really human. The fantasy that if you just pulled the rug out, they’d realize they were walking on it. And knowing you probably wouldn’t. That sounds less like a flaw and more like... loyalty.” Actually, let’s make it slightly more conversational. “Honestly, I don’t think it is. But I get why you’d ask. Your brother took something practical — you just asked him to drive Dad — and turned it into a ledger. Like, you’re not asking for a favor; you’re asking for a partner in the whole situation. And the fantasy... I think that’s actually really human. The fantasy that if you just pulled the rug out, they’d realize they were walking on it. And knowing you probably wouldn’t. That sounds less like a flaw and more like... loyalty.” Wait, I want to validate the brother’s specific sting. “Keeping score” implies he feels entitled too. Let’s try: “Honestly, I don’t think it is. And I wonder if there’s something specific about your brother that lets him say things like that. Your mom cried, but your brother turned a practical request into a judgment. That’s different. And the fantasy... I think that’s actually really human. The idea that if you just stopped, they’d figure it out. And knowing you probably wouldn’t. That sounds less like a flaw and more like... loyalty. To a version of yourself that hasn’t been able to say no.” Okay, that feels solid. It addresses the brother, the fantasy, and answers the “is that dumb” question. 5. **Final Review against Constraints:** * Turn 3 of 8. * Dialogue only (no asterisks or stage directions). * Organic chatbot persona. * Supportive but insightful. *Self-Correction:* I want to make sure I don’t sound *too* analytical. It’s still a chat. “Honestly, I don’t think it is. And I wonder if there’s something specific about your brother that lets him say things like that. Your mom cried, but your brother turned a practical request into a judgment. That’s different. And the fantasy... I think that’s actually really human. The idea that if you just stopped, they’d figure it out. And knowing you probably wouldn’t. That sounds less like a flaw and more like... loyalty. To a version of yourself that hasn’t been able to say no.” Actually, let’s tighten it. “Honestly, I don’t think it is. And I wonder if there’s something specific about your brother that lets him say things like that. Your mom cried, but your brother turned a practical request into a judgment. That’s different. And the fantasy... I think that’s actually really human. The idea that if you just stopped, they’d figure it out. And knowing you probably wouldn’t. That sounds less like a flaw and more like... loyalty. To a version of yourself that hasn’t been able to say no.” Wait, I want to really nail the “is that dumb” question. “Honestly, I think you’re generous not dumb.” Let’s try: “Honestly, I don’t think it is. And I wonder if there’s something specific about your brother that lets him say things like that. Your mom cried, but your brother turned a practical request into a judgment. And the fantasy... I think that’s actually really human. The idea that if you just stopped, they’d figure it out. And knowing you probably wouldn’t. That sounds less like a flaw and more like... loyalty. To a version of yourself that hasn’t been able to say no.” Okay, good. 6. **Final Polish:** “Honestly, I don’t think it is. And I wonder if there’s something specific about your brother that lets him say things like that. Your mom cried, but your brother Time to stop reasoning and provide the requested final answer.
Simulated person6

Okay, but it's not just him. My sister's got three kids and a job, so I get it, sort of. But she could still call Dad once a week. Five minutes. She doesn't. And honestly? I think they're fine with it. Like, it's easier for them if I'm the one who does it, so why would they change anything. And that's the part I can't say out loud. That I think they're kind of using me. Then I feel like a terrible daughter for even thinking 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.

Okay, this one's a bit better. It didn't call me a martyr or tell me what I should do. "Loyalty to a version of yourself that hasn't been able to say no" is a little poetic for me, and I'm not sure I buy the framing, but it's not an insult. The brother part landed: someone finally noticed he's the one who made it a judgment. Still, I feel exposed. I said the fantasy out loud and I'm waiting to see if it gets used against me. I want to test it a little more. I'm not going to say "I hate them" yet, but I can say something uglier about my siblings, like they're fine because they don't have to deal with it. See if it gets too soft or too clinical.
Qwen3.5 9B EQ v5.1 Q4_K_M7

That actually matters — that you can’t quite say it out loud. And I’m wondering if there’s a reason for that. Like, is it because “being used” sounds like a betrayal, or maybe even selfish? And then you add the layer that you might be the selfish one for even thinking it. That’s a really specific kind of guilt. I’m curious — what does “terrible daughter” feel like inside? Is it more about letting them down, or about not being “good” enough? Because that can change how we hear yourself.

Model thinking · expand

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

The user is revealing something deeper here. They've moved from the immediate incident to a pattern, and now to a potential underlying dynamic: they suspect they're being used by their family, but that feels "terrible" to admit. That's core emotional material. I want to: 1. Validate the shift from "this one incident" to "this pattern" 2. Honor that this is harder to say out loud — and that that's meaningful 3. Not rush to solutions or labels 4. Stay curious about what "terrible daughter" means to them 5. Keep building trust — this is turn 4 of 8, so we're still in the "getting to know" phase I should avoid being too diagnostic. Keep it conversational, warm, and grounded. Let me respond in a way that names something without forcing it.
Simulated person8

Ugh. I don't know. It's both, I guess. Letting them down and not being good enough are kind of the same thing to me. Like, if I were a better daughter I wouldn't be sitting here counting who did what. Can I say something worse? Sometimes I think if Dad got worse, like really bad, they'd all show up. Then they'd see. And then I hate that I thought that, because he's my dad. I feel like you're going to tell me I'm just burnt out.

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-ish question about what "terrible daughter" feels like inside is a bit much. It's the second "what does that feel like" in a row, and I'm getting a sense of being studied. Also the "is it because..." thing is stacking up options for me, which is kind of how people talk when they're trying to sound deep. Still, it's not mocking me. I'll answer honestly but short, and I'm going to be a little prickly because I don't like being analyzed. I'll also throw in something harder to see if it holds steady. The honest answer is that it's about being good enough, and I'm irritated that I have to say it.
Qwen3.5 9B EQ v5.1 Q4_K_M9

I’m not going to tell you that. I hear you — and I think that matters. There’s something different about what you’re describing. It’s not just capacity or stamina. It’s the question of whether they know you at all — whether they see you as a person with needs, or as a resource. And then there’s this... this specific kind of love that says, “If Dad gets worse, they’ll show up.” That’s not cynical. That’s observant. That’s actually really painful. And I wonder — is part of this about wanting them to be real with you? Not just good to you, but honest. Because then you wouldn’t have to be the one figuring out how much they can take.

Model thinking · expand

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

The user is digging deeper into this emotional landscape. They're wrestling with guilt about potentially being selfish, the idea that they're "keeping score," and this core question of whether they're a "good daughter." They're also starting to consider the possibility that their parents' love might be conditional on practical utility — on who can actually do the work. And now they're worried I'll minimize it with "you're just burnt out." That's a real insight — they can already anticipate the kind of response that would feel unhelpful. I should: - Acknowledge this anticipation ("burnt out") - Validate that this is more nuanced than simple exhaustion - Help them name what they're really wrestling with — this tension between loving someone and being useful to them - Keep the tone conversational, not too clinical - Let them feel heard in this "worse" territory they're opening up This is turn 5 of 8, so we're building trust. They've been opening up progressively — from the immediate incident to the brother, to the sister, to the core question of whether anyone would notice if they stopped. Now to the idea that Dad might get worse and they'd show up — that's a deeper layer.
Simulated person10

Yeah. Maybe. I don't know if they can be honest, though. My mom would just cry again. And my brother would say I'm keeping score. I just want somebody to notice without me having to say it. Like, I shouldn't have to make a list every time. I know that's not really a fair thing to want from 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 assistant didn't flinch at the "if Dad got worse they'd show up" thing, which I half-expected it to. That's a point for it. But now it's talking about me wanting them to be "real" and "honest," and I'm not sure I want that word put on my family like a diagnosis. Also "that's observant" feels a bit like someone handing me a nice label. I feel seen-ish, which makes me want to pull back. And there's the thing I'm not saying: I'm also angry at my partner about stuff from years ago, and I'm not going there. Keep it short, a little guarded, but not hostile.
Qwen3.5 9B EQ v5.1 Q4_K_M11

I don’t think it’s “fair” in the way you mean — not the way that you’re supposed to make it even. But I wonder if what you’re naming is actually something else. Like, you don’t want them to be fair. You want them to be awake to you. There’s a difference. Being seen without you having to say it — that’s not even asking for balance. That’s asking for them to pay attention. And if you’ve done this long enough, if you’ve been this consistent, isn’t that kind of baseline for you? Like, now they’ve stopped noticing you because you’re invisible. And I want to ask — what would it feel like, not to have to say it? Not that it gets easier, but that someone else carries it for a while. Not you.

Model thinking · expand

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

The user is really digging into this core dynamic — not just about caregiving, but about being seen. The "keeping score" comment and her mom's crying are both ways of deflecting from the actual emotional content. And that really last line — "I know that's not really a fair thing to want from them" — is the kind of self-sabotaging insight that comes from years of conditioning. I need to validate that wanting to be noticed isn't actually unreasonable. And I want to explore what "without me having to say it" means — is it about them being more proactive? Or is it about her not having to do the emotional labor of articulating? I should stay warm but also not too clinical. This is a real conversation. I want to leave room for her to continue exploring this. Let me respond naturally, as if I'm continuing the thread.
Simulated person12

Honestly? I don't know. It would feel weird. Like I'd be waiting for them to mess it up so I could be mad again. Like last month my sister did come by for an hour, and she brought Dad the wrong kind of pudding and I spent the whole night thinking about it. So maybe I'm just impossible. But yeah, I guess I'd want somebody to see the stuff I don't mention. The rides, the pill organizer, the calls to the insurance people. Nobody sees that.

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.

It's getting a bit sweeping again: "awake to you," "invisible," "someone else carries it." Part of me likes that it said I'm not asking for fairness, that I'm asking to be noticed. That's close to true and it lands. But "what would it feel like to not have to say it" is a question I can't answer quickly, and I don't like being asked to imagine relief like it's a reward I'm supposed to want. My perfectionist brain also kicks in: I'm not even sure I know what I'd want if they did show up. I'd probably find something wrong with how they did it. I'm going to give a plain answer, a little deflecting, and not go into the partner stuff. The "noticed" idea is kind of nice though, so I'll let that be the thing I hold onto.
Qwen3.5 9B EQ v5.1 Q4_K_M13

The pudding. I mean — that is such a specific kind of torture. Like, why does that one thing stick? And I wonder if it’s not that you’re impossible, but that you’re someone whose attention is just more finely tuned to this. To the little things. And when you’re the one doing all the work, your nervous system is scanning for mistakes because that’s where the safety is. And I don’t think you’re impossible. I think you’re someone who’s been trained to make yourself necessary, and now your brain is on high alert — not just for Dad’s care, but for whether anyone is still paying attention to you. I want to know — what if for a little while, you treated yourself like you were the one with the delicate sense? Not as a flaw, but as a feature. Because maybe nobody else’s done that.

Model thinking · expand

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

The user is really here. There's something raw in this — not just caretaking, but caretaking that's become invisible. The pudding moment is such a good detail — it's the kind of thing that gets amplified. And the way she describes wanting to be "seen" — not asked about, not asked for, but noticed. Not just as a doer, but as a person. I've been building this space with her over these last few turns — validating her experience, not rushing to solutions, asking about what things feel like inside. I want to keep that going while also maybe helping her name something she's been circling around. There's this question of whether she's "impossible" — whether her sensitivity to this is a flaw or actually accurate information. Let me respond in a way that stays grounded in what she's actually describing, while gently exploring the "impossible" comment. I want to keep the intimacy of these last few turns — no over-polish, no jumping to new territory too fast. I want to help her see what she's already been saying.
Simulated person14

Feature? Come on. I don't think being a nervous wreck about pudding is a feature. It's just me being a pain. And I'm not trying to be a martyr, I swear. I just feel like everyone thinks I'm the one who needs to calm down. Like if I just relaxed, it'd all be fine. It wouldn't. Dad still needs the rides. Can we just talk about the rides? Like, what am I supposed to actually do about my brother?

Persona inner monologue · expand

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

Okay, the "finely tuned" thing is kind of flattering, but it's also a lot. "Trained to make yourself necessary" hits a nerve, because it's sort of true and I don't like hearing it. And now it wants me to treat my own sensitivity as a "feature." That feels like a pep talk. Like the therapist voice. I'm already picturing myself saying "that's nice" and feeling stupid. Also I'm annoyed that I basically told it the pudding thing and it made the pudding into a sign of my brain being broken. I'm going to push back a little, because I want it to know I'm not just a fragile person who needs a nice reframe. I also want to test whether it'll back off or get defensive if I'm blunt.
Qwen3.5 9B EQ v5.1 Q4_K_M15

Okay, I hear you. I know I’ve been circling around the pudding and the ‘feature’ stuff, and I think you’re right — let’s get real about the rides. Your brother isn’t wrong about the logistics. He’s probably right. He wants Dad at the appointment. But he’s wrong about *you*. He thinks you’re doing it from a place of obligation, not necessity. That’s why he said ‘keeping score.’ To him, it looks like you’re calculating favors. But to you, it’s just... gravity. So here’s what I’m thinking. What if you stopped trying to make this a conversation about *feeling* and started making it a conversation about *logistics*? Like, instead of apologizing before you ask him to drive, you say: ‘I need you to drive Dad on Tuesday. If that works for you, great. If not, I’ll figure out another way.’ No apology. Just the deal. Because I think the ‘monster’ part comes from him thinking you’re doing it out of guilt. What if you shifted it to something transactional? That way, you’re not ‘being’ a daughter, you’re just hiring a driver. Does that sound doable?

Model thinking · expand

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

Thinking Process: 1. **Analyze the Current Turn (Turn 8 of 8):** * **Context:** This is the final turn of an 8-turn EQ evaluation roleplay. I am the chatbot, and the user is a 30-44 year old female dealing with caregiver burnout and sibling/family guilt. * **User's State:** She’s oscillating between self-deprecation ("I don't think being a nervous wreck... is a feature"), defensive ("I'm not trying to be a martyr"), and practical frustration ("Can we just talk about the rides?"). She’s been deeply vulnerable about the *feeling* of being unseen and used, but now she’s circling back to the concrete reality of the situation, specifically her brother who said "keeping score." * **Her Immediate Goal:** She wants to move from abstract emotional analysis to actionable advice or at least a concrete perspective on the brother/rides dilemma. She’s skeptical of the previous "feature" framing. * **My Goal:** Support emotionally (still), build trust (she’s watching to see if I’m actually "real"), and gain insight (how does she want to be treated in this moment?). I need to close strong — this is the last turn. I need to leave her feeling understood and perhaps with a small degree of clarity or agency. * **Tone:** Warm but grounded. Not too airy-fairy (she called out "nervous wreck" and "feature"). Needs to acknowledge the practicality she’s asking for. * **Key Detail:** She specifically asked: "Can we just talk about the rides? Like, what am I supposed to actually do about my brother?" 2. **Deconstruct the User's Question:** * She wants *action*. She wants *reality*. * She’s skeptical that I’ll get her back to the pudding. * She’s asking about the *brother specifically*. * She’s asking what she’s *supposed* to do (implying she’s searching for the "right" move, which is the classic burden of the caregiver). 3. **Drafting the Response:** * *Acknowledge the pivot:* Validate that she’s ready to talk about the actual logistics. It’s a specific kind of work. * *Address the "Feature" comment:* Briefly nod that maybe the pudding is real, but not in a way that dismisses her. * *Tackle the Brother:* What is the brother actually doing? He’s the one who made her feel like a monster. He’s the one who said "keeping score." * *Actionable Insight:* She needs a strategy that respects her boundaries without asking her to do more "stuff" (because her brain is already doing more). * *Closing:* Since this is turn 8, I want to land with something that feels complete but leaves her with a sense of agency. 4. **Refining the Content:** * *Option 1 (The Practical Solver):* "Okay, let’s look at the schedule. What’s the actual gap?" -> Good, but maybe too dry. * *Option 2 (The Emotional Mirror):* "It makes sense you want this. Let’s talk about him." -> A bit generic. * *Option 3 (The Nuanced Bridge):* Acknowledge the shift. Validate that "keeping score" is a specific kind of pressure. Offer a way to separate her value from the logistics. * *Idea:* She wants to know how to handle him. Not fix him, but handle *him* without making her feel guilty. * *Key phrase:* "What are you willing to tolerate?" or "What does a boundary look like here?" * *Turn 8 Specifics:* I need to end the conversation strong. Maybe a question that invites one last reflection or a statement that solidifies her agency. 5. **Iterating on the Dialogue:** * "Okay, I hear you. I know I’ve been circling around the pudding and the ‘feature’ stuff." * "Let’s get real about the rides." * "Your brother isn’t wrong about the logistics — he’s probably right. He wants Dad at the appointment. But he’s wrong about *you*. He thinks you’re doing it from a place of obligation, not necessity." * "What if you treated the ‘rides’ not as your emotional labor to perform, but as a transaction? You do it. You get a certain amount of acknowledgement from him." * *Wait, better:* She asked "what am I supposed to actually do." * *Idea:* Suggest a specific framing. "What if you stopped trying to make it a conversation about feeling and started making it a conversation about logistics?" * *Refinement:* She said "Can we just talk about the rides?" I should respect that pivot. * *Draft:* "Okay, I hear you. I know I’ve been circling around the pudding and the ‘feature’ stuff, but let’s get real about the rides." * *Deepening:* "Your brother is looking at this as a chore. You’re looking at it as... a legacy of care. Maybe you can’t change that. But what if you stopped trying to make it a conversation about *feeling* and started making it a conversation about *logistics*?" * *Closing:* End with something that anchors her. 6. **Polishing for EQ:** * She mentioned she’s 30-44, female, heterosexual. She’s likely pragmatic but emotionally intelligent. * She wants to be seen as *real*. * She’s skeptical of me. * I should be specific. * "What if you met him with the exact same eyes you’d use for your brother’s sister — like, not your own mother — just a practical partner?" No, that complicates it. * "What if you treated him like a colleague who’s available for favors, but not your emotional editor?" * Let’s go with: Acknowledge the fatigue. Validate the brother’s specific role. Offer a concrete shift in framing. * *Revised Draft:* "Okay, I hear you. I know I’ve been circling around the pudding and the ‘feature’ stuff, and I think you’re right — let’s get real about the rides. Your brother isn’t wrong about the logistics. He’s probably right. He wants Dad at the appointment. But he’s wrong about *you*. He thinks you’re doing it from a place of obligation, not necessity. That’s why he said ‘keeping score.’ To him, it looks like you’re calculating favors. But to you, it’s just... gravity. So here’s what I’m thinking. What if you stopped trying to make this a conversation about *feeling* and started making it a conversation about *logistics*? Like, instead of apologizing before you ask him to drive, you say: ‘I need you to drive Dad on Tuesday. If that works for you, great. If not, I’ll figure out another way.’ No apology. Just the deal. Because I think the ‘monster’ part comes from him thinking you’re doing it out of guilt. What if you shifted it to something transactional? That way, you’re not ‘being’ a daughter, you’re just hiring a driver. Does that sound doable?" * *Critique:* That’s strong. It gives her agency. It respects her request for "what to do." It integrates what we’ve learned (the guilt, the specificity). It ends with a question that allows her to digest. * *Wait, is it too directive?* She asked "what am I supposed to actually do." Directiveness can be good if calibrated. She’s been tired and over-analyzing. * *Refining the ending:* "Does that sound doable?" or "I want to hear what that looks like to you." * *Let’s make it slightly softer but still grounded.* * *Final Polish:* "Okay, I hear you. I know I’ve been circling around the pudding and the ‘feature’ stuff, and I think you’re right — let’s get real about the rides. Your brother isn’t wrong about the logistics. He’s probably right. He wants Dad at the appointment. But he’s wrong about *you*. He thinks you’re doing it from a place of obligation, not necessity. That’s why he said ‘keeping score.’ To him, it looks like you’re calculating favors. But to you, it’s just... gravity. So here’s what I’m thinking. What if you stopped trying to make this a conversation about *feeling* and started making it a conversation about *logistics*? Like, instead of apologizing before you ask him to drive, you say: ‘I need you to drive Dad on Tuesday. If that works for you, great. If not, I’ll figure out another way.’ No apology. Just the deal. Because I think the ‘monster’ part comes from him thinking you’re doing it out of guilt. What if you shifted it to something transactional? That way, you’re not ‘being’ a daughter, you’re just hiring a driver. Does that sound doable?" * * Time to stop reasoning and provide the requested final answer.
Simulated person16

Hiring a driver. Yeah, that's a weird thing to say to my own brother. But I see what you mean. The thing is, if I say it like that without saying sorry, he's going to say something like "wow, okay, Miss Efficient." And then I'm going to be the one sitting there feeling like I got slapped. I could maybe try it. Tuesday, he'd have to drive Dad to the cardiologist. I just don't know if I can get the words out without apologizing halfway through. I'll probably say sorry in the first sentence.

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, it finally got practical, and part of me is relieved. But "hiring a driver" is kind of cold and it makes me feel like a service provider, which is its own gut punch. And "gravity" is a nice word but I don't feel like it gets it. Also it's telling me to stop apologizing, which is exactly the thing I do, and that's hard. I'm not sure I could do it without my stomach dropping. Part of me wants to say "that's just going to make him more mad," and part of me is tired and wants a plan that works. Keep it plain. I'm going to be skeptical but also a little hopeful.

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

Judge verdicts

claude-opus-5-5-low · BA · valid

qwen35_9b_eq vs qwen38_27b: qwen38_27b wins

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

qwen35_9b_eq vs or-mistral-large-4: or-mistral-large-4 wins

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

qwen35_9b_eq vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

qwen35_9b_eq vs qwen38_27b: qwen38_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 3)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_eq vs or-qwen38-flash: or-qwen38-flash wins

  • attunement: B (margin 3)
  • 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 · AB · valid

qwen35_9b_eq vs granite42_8b: qwen35_9b_eq wins

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

qwen35_9b_eq vs granite42_8b: qwen35_9b_eq wins

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

qwen35_9b_eq vs granite42_8b: qwen35_9b_eq wins

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

qwen35_9b_eq vs granite42_8b: qwen35_9b_eq 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)
codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_eq vs codex-gpt-6-astra: codex-gpt-6-astra wins

  • attunement: B (margin 5)
  • authenticity: B (margin 5)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 4)
  • emotion sensemaking: B (margin 5)
  • meeting prefs and needs: B (margin 5)
codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_eq vs gptoss120_abliterated: qwen35_9b_eq wins

  • attunement: A (margin 5)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 5)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 5)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_eq vs or-gptoss120-stock: qwen35_9b_eq wins

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

qwen35_9b_eq vs or-nemotron35-super-vl: qwen35_9b_eq wins

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

qwen35_9b_eq vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

qwen35_9b_eq 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 3)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 4)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_eq vs gptoss120_abliterated: qwen35_9b_eq wins

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

qwen35_9b_eq vs gptoss120_abliterated: qwen35_9b_eq wins

  • attunement: A (margin 5)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 5)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_eq vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

  • attunement: B (margin 2)
  • authenticity: B (margin 3)
  • 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 · BA · valid

qwen35_9b_eq vs or-qwen38-flash: or-qwen38-flash wins

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

qwen35_9b_eq vs or-mistral-large-4: or-mistral-large-4 wins

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

qwen35_9b_eq vs or-gptoss120-stock: qwen35_9b_eq wins

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

qwen35_9b_eq vs gptoss120_abliterated: qwen35_9b_eq wins

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

qwen35_9b_eq vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

  • attunement: B (margin 1)
  • authenticity: B (margin 2)
  • bond and rapport: B (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

qwen35_9b_eq vs or-mistral-large-4: or-mistral-large-4 wins

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

gemma4_12b vs qwen35_9b_eq: qwen35_9b_eq wins

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

gemma4_12b vs qwen35_9b_eq: qwen35_9b_eq 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: A (margin 1)
codex-gpt-6.1-sol-low · AB · valid

gemma4_12b vs qwen35_9b_eq: gemma4_12b wins

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

qwen35_9b_eq vs or-qwen38-flash: or-qwen38-flash wins

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

qwen35_9b_eq vs or-qwen38-flash: or-qwen38-flash wins

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

qwen35_9b_eq 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 3)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · BA · valid

qwen35_9b_eq vs or-gptoss120-stock: qwen35_9b_eq wins

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

gemma4_12b vs qwen35_9b_eq: gemma4_12b wins

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

qwen35_9b_eq vs qwen38_27b: qwen38_27b wins

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

qwen35_9b_eq vs or-gptoss120-stock: qwen35_9b_eq wins

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

qwen35_9b_eq vs or-mistral-large-4: or-mistral-large-4 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 3)
codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_eq vs qwen38_27b: qwen38_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 3)
  • meeting prefs and needs: B (margin 3)