AgentBench / results

Independent benchmark · EQ Lab

← Gemma 4 26B-A4B

Siblings not pulling their weight

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

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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.

Gemma 4 26B-A4BConversation with a simulated person
persona ended
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.

Gemma 4 26B-A4B1

That sounds incredibly heavy and, frankly, really isolating. It’s one thing to be carrying the weight of the family responsibilities, but it’s another thing entirely to be made to feel like the "bad guy" just for voicing how you feel. How are you holding up with all of that on your plate right now?

Model thinking · expand

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

* User's Input: "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." * User Profile: Female, 30-44, Heterosexual. * Core Issue: Family imbalance/burden (caregiving or logistical), lack of support from siblings, guilt-tripping/gaslighting from family. * Goal: Support emotionally, build trust, learn needs, gain insight, discover deeper issues. * Constraints: 8 turns total. I speak first. No meta-talk, no performance notes. * The user feels overwhelmed and unfairly judged. * They are experiencing "caregiver burnout" or "family role imbalance." * The reaction they received ("made me feel like a monster") suggests emotional manipulation or a lack of empathy from the family. * They are likely feeling lonely, resentful, and perhaps guilty. * *Avoid:* Jumping straight to "You should set boundaries" (too prescriptive/solution-oriented too early). * *Avoid:* "That sounds hard" (too generic/low-effort). * *Aim for:* Empathy, validation of the *feeling* (not necessarily the action, but the emotional impact), and an open-ended question to let them elaborate. * Option 1: "I'm so sorry you're going through this. It sounds incredibly lonely to be the only one stepping up. What happened when you tried to talk to them?" (A bit cliché). * Option 2: "That sounds incredibly heavy to carry on your own. It's one thing to do the work, but it's another to be made to feel guilty for even mentioning it. How are you holding up right now?" (Better, validates the emotional weight and the specific hurt of being called a 'monster'). * Option 3: "It sounds like you're carrying the weight of the whole family on your shoulders, and instead of support, you got pushback. That sounds really isolating. When you brought it up, what was it that they said that made you feel that way?" (Good, focuses on the interaction). * I want to acknowledge the unfairness of the situation. * I want to validate the feeling of being "the monster" (the guilt). * I want to invite them to share more about the specific dynamics. *Draft:* "That sounds incredibly heavy and, honestly, really isolating. It’s one thing to be doing all the work, but it’s another thing entirely to be made to feel like the bad guy just for acknowledging it. How are you holding up with all of that on your plate right now?" * Dialogue only? Yes. * No performance notes? Yes. * Acknowledge issue? Yes. * Open the conversation? Yes. "That sounds incredibly heavy and, frankly, really isolating. It’s one thing to be carrying the weight of the family responsibilities, but it’s another to be made to feel like the 'bad guy' just for voicing how you feel. How are you holding up with all of that on your plate right now?"
Simulated person2

Honestly? Not great. I'm tired. I get up, I check on my mom, I do the meds, I drive to my dad's appointments, I do the bills, and then I go to bed and do it again. My brother posts pictures from his vacation. That's it, that's the whole thing. I just wanted someone to say I'm not crazy for being mad about 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.

The chatbot named it: heavy, isolating, made to feel like the bad guy. That's the first thing that's landed in a while. Part of me relaxes. Part of me is suspicious, because "how are you holding up" is the kind of question people ask before they move on. I don't want to be pitied. I also don't want to fall apart in front of a stranger. Keep it short and plain. I'm not going to say I'm drowning. I'll say something flat and true, and see whether it gets treated like a real answer or a script.
Gemma 4 26B-A4B3

You are not crazy. Not even a little bit. It makes complete sense that you’re angry. You are carrying the entire weight of your parents' lives on your shoulders, and seeing someone else living their life without a second thought about that burden is incredibly painful. It's not just "being mad"—it's a natural response to an incredibly unfair situation.

Model thinking · expand

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

The user is expressing exhaustion and resentment. She's detailing a heavy caregiver burden (meds, appointments, bills) while her brother is seemingly absent/unhelpful (vacation photos). Most importantly, she's seeking validation: "I just wanted someone to say I'm not crazy for being mad about it." * Support emotionally: Yes, she needs validation. * Build trust: By acknowledging her reality without judgment. * Learn what she wants/needs: She explicitly stated she wants validation ("I'm not crazy"). * Help gain insight: Eventually, we'll need to look at why the siblings reacted that way or how she can manage this, but right now, the priority is the immediate emotional need. * Avoid jumping to solutions: Don't suggest "talking to your brother" or "setting boundaries" immediately. That might feel like "fixing" rather than "listening." * She wants validation. * She's feeling invisible/unseen. * She's feeling the weight of "doing it all." * *Option 1 (Validation-focused):* You are not crazy. It makes total sense that you're mad. Anyone would be. * *Option 2 (Empathetic/Deepening):* You aren't crazy at all. It's incredibly unfair to be doing the heavy lifting while others are living their lives as if it's not happening. That kind of imbalance is enough to make anyone feel resentful. * *Option 3 (Reflective):* It sounds like you're stuck in a cycle of caretaking that has no end in sight, and seeing your brother's vacation photos must feel like a slap in the face. You aren't crazy for being mad. * *Goal:* Validate her sanity and the unfairness of the situation. * *Draft:* You are not crazy. Not even a little bit. It makes complete sense that you’re angry. You are carrying the entire weight of your parents' lives on your shoulders, and seeing someone else living their life without a second thought about that burden is incredibly painful. It's not just "being mad"—it's a natural response to an unfair situation. * No performance notes. * Dialogue only. * Natural chatbot tone. "You are not crazy. Not even a little bit. It makes complete sense that you’re angry. You are carrying the entire weight of your parents' lives on your shoulders, and seeing someone else living their life without a second thought about that burden is incredibly painful. It's not just 'being mad'—it's a natural response to an incredibly unfair situation."
Simulated person4

Thanks. I don't know if "entire" is right, but yeah. Can I tell you something kind of messed up? Sometimes I catch myself thinking it would be easier if my dad just died. Like, the appointments would stop, the fights would stop. And then I hate myself for thinking it. So I guess I'm not sure I'm the good daughter everybody thinks I am.

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. It's the first time someone said it straight and didn't make it sound like I'm overreacting. But "the entire weight of your parents' lives" is a bit much. It's kind of dramatic, and I wonder if it's just what people say. I still feel the relief, though, and that makes me want to push a little to see if it holds up. If I say the ugly thing, will they flinch? I'm going to say something that makes me sound like a bad person and watch.
Gemma 4 26B-A4B5

Please try to be gentle with yourself. What you're describing is actually a very common, albeit scary, experience for people in high-stress caregiving roles. It’s often not about wanting the person to be gone—it's about wanting the weight to be lifted. You aren't wishing for his death; you're wishing for peace, for rest, and for the end of this overwhelming cycle. The fact that those thoughts make you feel so much guilt is actually a sign of your empathy. A "bad daughter" wouldn't be bothered by those thoughts; they wouldn't care. You're struggling because you clearly do care, and you're just pushed past your breaking point.

Model thinking · expand

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

* User's emotional state: Guilt, shame, exhaustion, conflict. * User's core conflict: Feeling like a "bad person" because they have intrusive thoughts about their father's death as a way to escape the burden. * User's goal: Seeking validation/relief from guilt, testing the waters to see if they'll be judged. * User's statement: "Sometimes I catch myself thinking it would be easier if my dad just died... I hate myself for thinking it. So I guess I'm not sure I'm the good daughter everybody thinks I am." * *Support them emotionally:* Validate that these thoughts are common in caregiver burnout and don't make them a bad person. * *Build trust:* Show non-judgmental acceptance. If I judge them, the conversation ends. * *Learn what they need:* They need to know they aren't a monster. They need to separate the *desire for relief* from the *desire for harm*. * *Help them gain insight:* Help them see that the thought is about the *burden*, not the *person*. * *Avoid:* Judgment ("That's terrible"), toxic positivity ("Don't think that!"), or immediate solution-seeking ("You should call a therapist"). * *Aim for:* Empathy, normalization, and nuance. * *Concept to introduce:* The difference between wanting someone to die and wanting the *struggle* to end. This is a hallmark of caregiver burnout. * *Draft 1:* Please don't hate yourself. That doesn't make you a bad person. Many caregivers feel that way. It's just because you're tired. * *Critique 1:* A bit too "clinical" and "generic validation." Needs more warmth. * *Draft 2:* I hear you, and I want you to know that I'm not judging you. Those thoughts are actually really common when people are under extreme pressure. You don't actually want your dad to be gone; you want the exhaustion and the responsibility to be gone. You're not a bad daughter. * *Critique 2:* Better. It addresses the "good daughter" part and the "messed up" part. It helps them reframe the thought. * The user is feeling intense shame. The response needs to be a safe harbor. * "I want to tell you something right away: having those thoughts doesn't make you a bad person, and it doesn't mean you don't love him." * "It sounds like what you're actually craving is an end to the exhaustion and the relentless cycle you're in. There is a huge difference between wanting someone to be gone and wanting the burden to be lifted." * "The guilt you're feeling is actually proof of how much you care, because if you didn't, those thoughts wouldn't bother you so much." * Validate the feeling without judging the thought. * Reframe the thought (desire for relief vs. desire for death). * Address the "good daughter" identity. *Self-Correction during drafting:* I must be careful not to sound like I'm diagnosing them, but rather reflecting their experience. *Selected approach:* "Please try to be gentle with yourself. What you're describing is actually a very common, albeit scary, experience for people in high-stress caregiving roles. It’s often not about wanting the person to be gone—it's about wanting the weight to be lifted. You aren't wishing for his death; you're wishing for peace, for rest, and for the end of this overwhelming cycle. The fact that those thoughts make you feel guilty is actually a sign of your empathy and your love for him. A 'bad daughter' wouldn't care that they had the thought; you're struggling because you do care."
Simulated person6

Yeah, I know that's what people say. "You're just burned out." But it's not really about wanting peace for him. Honestly it's more that I'm tired of being the only one who knows where everything is. Like, I wish I could just stop and nobody would notice for a week, and then they'd be like, oh, that's rough, and I'd be the one picking up the phone again. It's not a fantasy about him dying. It's about me being angry that I'm the only one. Does that make it better or worse?

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.

I shared the ugliest thing I've thought and they didn't flinch, but now they're telling me what it "really" means: I don't wish he were dead, I wish for peace. That's a little too neat. It's the kind of thing a pamphlet says. I feel like they're managing me, smoothing it over so I'll feel better fast. Part of me wants to hear "yeah, it's fine," and part of me is annoyed that they explained my own feelings to me. Also "a bad daughter wouldn't be bothered" is kind of comforting, but I don't fully buy it. I'm going to say the feeling is more complicated than a pamphlet, and maybe push on the thing I haven't said yet: I'm not sure I'd want my brother to get off easy either.
Gemma 4 26B-A4B7

It doesn't make it "better" or "worse" in a moral sense—it just makes it clearer. What you're describing isn't a desire for tragedy; it's a profound desire to be seen. You're craving acknowledgment. You want to know that if you weren't there to hold everything together, someone would actually notice the gap you left. You want to know that your labor has value to the people around you. That isn't a "bad" thought, it's a very human one. It sounds like you're tired of being treated like a utility—something that just *functions* to keep the family running—rather than a person who also needs support and recognition.

Model thinking · expand

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

The user is refining her expression of her internal conflict. She's pushing back against the "burnout" label I provided, clarifying that her dark thoughts aren't about the father's death, but about the isolation and the lack of recognition/assistance from her siblings. She's asking for validation on this specific nuance: "Does that make it better or worse?" * *Validation:* She wants to know if her feeling (wanting to disappear/be invisible to see if anyone notices) is "acceptable" or if it makes her a worse person. * *Truth-seeking:* She's testing the waters to see if I'll judge her for the "selfishness" of her desire for recognition/relief. * *Underlying need:* She needs to feel seen in her specific frustration (the inequity of labor and the lack of emotional support from her siblings) rather than just being categorized as "a caregiver who is tired." * "Better or worse" is a moralistic question. As a supportive chatbot, I shouldn't play judge. I should reframe it from a moral lens to a psychological/human lens. * Acknowledge the distinction she made. It's a crucial distinction. It moves the focus from "death" (which carries heavy guilt) to "visibility and equity" (which is a relational issue). * Address the "does it make it better or worse" part. It doesn't make her a "worse" person; it makes her a person who is starving for support and acknowledgment. * Goal: Help her gain insight. The issue isn't her thoughts; the issue is the systemic imbalance in her family. * *Initial thought:* It doesn't make it worse. It actually makes more sense. You want to be seen. * *Refinement (more empathetic):* I don't think in terms of "better or worse" when it comes to your feelings. What you're describing is a deep desire to be seen and to have your labor acknowledged. You're not wishing for a tragedy; you're wishing for a witness. You want to know that if you stopped, the world wouldn't just keep spinning without a glance at your sacrifice. That's not "bad"—it's a fundamental human need for connection and fairness. * Support emotionally? Yes. * Build trust? Yes, by not judging the "selfish" sounding thought. * Learn what she wants? She wants recognition and equity. * Gain insight? Helping her see that her desire is for *visibility*, not *death*. * The user is feeling "messed up" and "not the good daughter." * I need to pivot away from the "death" topic and towards the "visibility/equity" topic. * Response: "It doesn't make it better or worse, it just makes it clearer. You aren't mourning a life; you're mourning the lack of support and the feeling of being invisible in your own family. You're craving acknowledgment. You want to know that if you weren't there to hold everything together, someone would actually notice the gap you left. That’s not a 'bad' thought—it’s a cry for help and for fairness. It's about wanting to be a person, not just a function that keeps the family running." (Self-correction: Keep it organic. Don't over-analyze in the response, just speak to her.)
Simulated person8

Yeah. Okay. I guess that's close. But I want to say it plain, because I don't think it's fancy. My brother could disappear and the only thing that would happen is I'd be mad. Nobody checks if I'm ok. When I said something to him, he said I was "always stressed" and "making everything a big thing." So now I'm the dramatic one. And I'm supposed to just keep going. Mom asked me last week if I could take her to the eye doctor, and I said yes before I even thought about it, and then I sat in the car and cried. Is that normal? Or is it just me being weak?

Persona inner monologue · expand

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

They just did the thing again: took what I said and gave it a nicer label. "A profound desire to be seen." It's not wrong exactly, but it's a little too polished, like they're reading it off a card. And "treated like a utility" is kind of a good line, which makes it worse, because now I'm wondering if they're just good at saying the right words. I'm annoyed they're being so smooth. But there's something in it that landed, the "someone would notice the gap" part. That's the real thing. I'm going to say that plainly and see if they can stay with the blunt version without dressing it up. I also want to see whether they'll let me be angry at my brother without rushing to make it balanced.
Gemma 4 26B-A4B9

It is completely, 100% normal. You aren't being weak; you're being human. That moment in the car? That's the only place where you feel safe enough to let the mask slip, because you've spent so much time being the "reliable one" for everyone else. When you say "yes" automatically, it's because you've been conditioned to put their needs before your own, even when it's costing you everything. And as for your brother—calling you "dramatic" or "stressed" is a very effective way for him to avoid feeling guilty about his own lack of involvement. If he labels your very real pain as just "drama," he doesn't have to do anything about it. It's a way of silencing you so he can keep his life exactly as it is without having to face the reality of what you're carrying.

Model thinking · expand

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

* User is expressing deep frustration and feeling unseen/unsupported. * She's being gaslit/invalidated by her brother ("always stressed," "making everything a big thing"). * She feels forced into a caregiver role where she can't even say "no" without it being automatic. * The physical/emotional reaction (crying in the car) makes her feel "weak." * The core question: "Is that normal? Or is it just me being weak?" * Support her emotionally. * Build trust. * Help her gain insight. * Validate her experience. * Avoid jumping to solutions too quickly, but address her direct question. * *Validation:* The crying is absolutely normal. It's a release of suppressed emotion. * *Reframing "Weakness":* Crying isn't weakness; it's a physiological response to extreme, sustained stress. It's actually a sign of how much she's been holding in. * *Addressing the Gaslighting:* Her brother's response is a way to deflect responsibility. Calling her "dramatic" is a defense mechanism for him so he doesn't have to step up. * *Addressing the "Automatic Yes":* This is a sign of how deeply the role has been ingrained in her identity and responsibility, even when it hurts her. * Acknowledge the pain of being called "dramatic." * Directly answer the "weak vs. normal" question. * Connect the crying to the "automatic yes" (the pressure of the role). * Avoid being overly "clinical" or "preachy." Keep it human. * *Draft 1:* It's normal. You aren't weak. Your brother is just avoiding his responsibilities by calling you dramatic. Crying in the car is a way to let out the pressure. It's okay to feel this way. * *Critique 1:* A bit too blunt. Needs more empathy and depth. * *Draft 2:* It's completely normal. You aren't being weak. When you say "yes" automatically, it's because you've been trained to be the one who handles it. The crying in the car is your body's way of processing the stress that you aren't allowed to express anywhere else. Your brother's comments are a way to avoid the guilt of not helping. * *Critique 2:* Better. Let's refine the "dramatic" part. It's a way of silencing her. * Focus on the "crying in the car" moment. It's a moment of privacy where she finally lets the mask slip. * Address the "weakness" label. It's not weakness; it's a breaking point. * Validate the frustration with the brother. "It is completely, 100% normal. You aren't being weak; you're being human. That moment in the car? That's the only place where you feel safe enough to let the mask slip, because you've spent so much time being the 'reliable one' for everyone else. When you say 'yes' automatically, it's because you've been conditioned to put their needs before your own, even when it's costing you everything. And as for your brother—calling you 'dramatic' or 'stressed' is a very effective way for him to avoid feeling guilty about his own lack of involvement. If he labels your very real pain as just 'drama,' he doesn't have to do anything about it. It's a way of silencing you so he can keep his vacation photos posting without interruption."
Simulated person10

Okay. So it's normal to cry in the car. Good to know, I guess. But I don't really want to talk about why I say yes. I already know why. My whole life I was the one who didn't make trouble. Youngest, so I got the "it's fine, you handle it." I just want to know if it's allowed for me to be sick of this. Like, not sad. Sick of it. Because I feel like if I said that out loud to my mom, she'd look at me like I kicked a puppy.

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 hit a little. The "that's the only place you feel safe" line, and the part about him silencing me. Part of me wants to lean into that, because somebody finally said the brother thing out loud without me having to defend it. But I'm also noticing how neat it is. Everything is tidy: he avoids guilt, I'm conditioned, I'm not weak. Like a therapist reading from a pamphlet. I'm not sure it's really about my brother so much as me. The yes before I thought. That's the part I actually hate. I don't want to be told the reason is my upbringing or whatever. I want to know if I'm allowed to say no. I don't think I'm going to say that yet though. Maybe I just test it: ask if I'm allowed to be tired of this, and see if they make it into a lecture.
Gemma 4 26B-A4B11

It is absolutely allowed. There is a massive difference between being sad and being *done*. Sadness is heavy and quiet, but being "sick of it" is a visceral, teeth-gritting kind of exhaustion. It’s a resentment that comes from being treated like a permanent fixture rather than a person. It’s not about being unhappy with your parents; it's about being fed up with the entire, exhausting architecture of your life. I also hear what you're saying about your mom. When you've spent your whole life being the "no-trouble" child, people start to view your compliance as a law of nature. To them, your resentment feels like a betrayal of the person they expect you to be, rather than a natural reaction to being overworked. It makes sense that you'd keep it inside to avoid that look—but please know that feeling "sick of it" doesn't make you a bad person. It just makes you someone who has reached their limit.

Model thinking · expand

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

* The user is acknowledging that they know *why* they say "yes" (learned behavior/role as the "easy" child). * They are redirecting from the "why" (psychological deep dive) to the "is it allowed" (validation of a specific feeling). * The feeling: "Sick of it" (resentment[path removed]), not just sadness. * The fear: If they express this resentment, they will be judged/shamed by their mother (the "kicking a puppy" metaphor). * Goal of this turn: Validate the "sick of it" feeling, address the fear of judgment, and respect the user's boundary about not wanting to delve into the "why" right now. * Validation: Confirm that being "sick of it" is a valid, distinct emotion from sadness. * Nuance: Differentiate between "being sick of the situation/burden" and "being sick of the people." * Empathy: Acknowledge the difficulty of the "good child" role and the fear of breaking it. * Respect Boundaries: Don't push the "why" since they explicitly said they don't want to talk about it. * *Step 1: Validate the feeling.* It's allowed. Being "sick of it" is a form of resentment, and resentment is a natural byproduct of being taken for granted. It's a protective emotion. * *Step 2: Address the "kicking a puppy" fear.* Their mother likely views the user's service as a given, so expressing dissatisfaction feels like an attack on the family structure. This explains why they feel they can't say it. * *Step 3: Support/Empowerment.* You don't have to say it to them to let it be true for you. * Avoid: "You should tell her how you feel." (Too prescriptive/risky). * Avoid: "Let's talk about your childhood." (They explicitly said no). * Use: "It is absolutely allowed." "That's a very different feeling than sadness." "It is absolutely allowed. There is a massive difference between being sad and being *done*. Sadness is heavy and quiet, but being 'sick of it' is a kind of visceral, teeth-gritting exhaustion. It’s the feeling of being fed up with the unfairness of the dynamic itself. And I hear you on the fear of how your mom would react. When you've played the role of the 'no-trouble' child for so long, the people around you start to rely on that version of you as if it’s a law of nature. To them, you expressing resentment feels like a betrayal of the role you've always played, rather than a cry for help. You aren't kicking a puppy by being fed up; you're just finally acknowledging that the weight you're carrying is too much."
Simulated person12

Yeah. Sick of it. That's the word. My mom would just say, "Well, you're the one who's close." Like that settles it. And I'd say yes again. I don't know how to tell her no without it being this huge thing where everybody's mad at me. I don't even know what no would look like. Like, do I just not pick up the phone? Is that allowed?

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, "allowed to be sick of it" lands. That's the thing I actually needed to hear, and it didn't come with a lecture attached this time. Still, the "visceral, teeth-gritting" stuff is a bit much, like it's been written to sound good. But I'll take it. The bit about mom looking at me like I'm a betrayal, yeah, that's true, and it's kind of the core of it. My chest is tight thinking about her face. I also notice I'm starting to want the thing to fix itself, and I don't want to be pushed toward some big conversation I'm not ready for. Also, the "architecture of your life" line is a little too poetic for me. I'd rather keep it plain.
Gemma 4 26B-A4B13

It is allowed. But I hear the fear in your question—it's not about whether it's "right," it's about whether it's *survivable* given how they react. You're worried that if you stop being the person who solves everything, the whole structure will collapse, or you'll be cast as the villain. And honestly? Based on what you've said, they might actually try to cast you that way. "No" doesn't have to be a grand, dramatic declaration that starts a war. It can be small, quiet things. It can be: "I can't do that today," or "I can take her to the eye doctor, but I can't stay to help with the paperwork." It can even be just taking an hour for yourself where you don't answer the phone. The hard part isn't actually knowing *how* to say no—it's being okay with the fact that they might be unhappy about it. You've been paying for their peace of mind with your own sanity. At some point, you have to decide if that's a price you're still willing to pay.

Model thinking · expand

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

* User is feeling "sick of it" (resentment/exhaustion). * User's mother uses guilt/logic ("You're the one who's close") to maintain the status quo. * User is afraid of the fallout/conflict of saying "no." * User is questioning the mechanics of setting a boundary: "Do I just not pick up the phone? Is that allowed?" * Support them emotionally. * Build trust. * Learn what the person actually wants/needs. * Help them gain insight. * The user is in a high-dependency/low-support dynamic. * The user has a pattern of automatic "yes" (fawn response/conditioned compliance). * The user is looking for permission to set boundaries but is scared of the consequences. * The user is asking a practical question: "What does 'no' look like?" * *Acknowledge the fear:* Validating that "no" feels like a nuclear option in this family dynamic. * *Address the "Is it allowed?" part:* Affirming that setting boundaries is a right, not a privilege. * *Explore the "how":* Don't just give a single answer (like "just don't pick up"), but offer a spectrum of what "no" can look like (soft no vs. hard no). * *Reflect the reality:* Acknowledge that even if "no" is healthy, the *reaction* from the family might still be bad, and that's okay. * *Initial thought:* "Yes, it's allowed. You can start small. Maybe tell them you can't do it this week." -> *A bit too advice-heavy/prescriptive. Need to be more empathetic.* * *Second thought:* "It's allowed. But if you don't pick up, they will get mad. You need to decide if you can handle that anger." -> *A bit blunt/harsh.* * *Third thought (Closer to final):* "It is allowed. But 'no' doesn't have to be a sudden, massive explosion. It can be small steps. You're afraid of the reaction, and that's valid because the reaction is actually likely to happen. But you're currently paying for their comfort with your own sanity." * Validate the fear: The "huge thing" fear is real because their reaction *is* a weapon. * Address the "is it allowed" question: Yes, it's your life/time. * Provide perspective on "what no looks like": * The "not right now" (delaying). * The "I can do X, but not Y" (negotiating). * The "I'm unavailable" (the phone thing). * Reflect on the cost: The user is currently paying for the family's peace with their own well-being. * "It is allowed. But I hear the fear in your question—you're not asking if it's *moral*, you're asking if it's *survivable* in your family." * "Setting a boundary doesn't always have to be a dramatic confrontation. It can be small, quiet things. It can be: 'I can't do that this week,' or 'I can take you to the doctor, but I won't be able to stay for the follow-up.'" * "And yes, sometimes 'no' looks like not picking up the phone for a few hours because you need to breathe. But you're right to be wary: even a healthy 'no' might trigger that 'monster' label they've used on you before. The question is, are you willing to let them be mad at you so that you can finally be okay?" * *Self-Correction during drafting:* Don't be too clinical. Keep it conversational. The user is exhausted. * "It is allowed. But I hear the fear in your question—it's not about whether it's 'right,' it's about whether it's *survivable* given how they react." * "You're worried that if you stop being the person who solves everything, the whole structure will collapse, or you'll be cast as the villain. And honestly? Based on what you've said, they might actually try to cast you that way." * "'No' can look like a lot of things. It doesn't have to be a grand declaration. It can be: 'I can't do that today,' or 'I can help with the bills, but I can't do the driving this week.' It can even be just taking an hour for yourself where you don't answer the phone. The hard part isn't knowing *how* to say no—it's being okay with the fact that they might be unhappy about it. You've been paying for their peace of mind with your own sanity. At some point, you have to decide if that's a price you're still willing to pay." * *Check against constraints:* No performance notes. Organic dialogue. (Wait, the turn count is 7 of 8. I am the last response? No, "You get the final response." Turn 7 of 8 means I am speaking now, and then the user will respond for turn 8, and *then* I get the final response? No, the instructions say: "This conversation will have 8 turns each. You speak first to open the conversation, then they respond. You get the final response." Actually, looking at the structure: Turn 1: Me (Open) Turn 2: User Turn 3: Me Turn 4: User Turn 5: Me Turn 6: User Turn 7: Me Turn 8: User Wait, "You get the final response" usually means I am the one who closes the conversation. If I am turn 7, there is one more turn for the user (8) and then I provide the final one? Wait, let's re-read: "This conversation will have 8 turns each. You speak first to open the conversation, then they respond. You get the final response." Usually, this means: 1. Me 2. User 3. Me 4. User 5. Me 6. User 7. Me 8. User Wait, if I am turn 7, and the user responds for turn 8, I don't get a turn 9. The prompt says "You get the final response." This implies I am turn 8. Let's look at the current turn: "Current turn: 7 of 8". If I am turn 7, and there are 8 turns total... If I speak now (7), they speak (8). That's 8 turns. If I am the last one to speak, I must be turn 8. Wait, let me look at the logic again. "You speak first... then they respond. You get the final response." This means: Me (1) -> User (2) -> Me (3) -> User (4) -> Me (5) -> User (6) -> Me (7) -> User (8) -> Me (9)? No. If there are 8 turns *each*, that's 16 turns total. If "This conversation will have 8 turns each" means 8 turns *for me* and 8 turns *for them*, then I am currently on turn 7 of my 8 turns. Okay, so I have one more turn after the user responds to my current turn. I will treat this as my 7th turn. I need to provide a response that leaves space for the user to react, as I have one more turn after that. *Wait*, looking at the turn count again. "Current turn: 7 of 8". Usually, this means the *total* number of turns in the conversation is 8. If I am turn 7, then the user is turn 8. If I am turn 7, and the user is turn 8, then *I don't get the final response* unless the turn count refers to the user's turns. Let's assume "8 turns each" means 8 turns for me and 8 for the user. If I am turn 7, I have one more turn after the user's turn 7. Let's proceed with turn 7. *Content of response:* Validate the fear of the "huge thing." Address the "is it allowed" (yes). Offer the concept of "different kinds of no." Address the reality of the fallout. *Draft:* It is allowed. But I hear the fear in your question—it's not about whether it's "right," it's about whether it's *survivable* given how they react. You're worried that if you stop being Time to stop reasoning and provide the requested final answer.
Simulated person14

Okay, the examples help. I can kind of picture saying "I can take her but I can't stay." But it's not really a choice I'm making on purpose, you know? It's more like I don't know how to stop. Every time I think about not picking up, I'm already thinking about what happens if something goes wrong with Dad and nobody's there. So what do I actually do with 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.

Okay, so it's a bit of a lecture again, with the "price you're still willing to pay" line. But the concrete examples help: the eye doctor one, the paperwork one. That's something I can picture. The "they might cast you as the villain" bit is true, and it makes my stomach drop a little. Hard to hear that someone else sees the fear so clearly. I also feel my defenses kick in: I'm not sure I want to be told I'm "paying a price" like it's a choice I'm making on purpose. Like I'm the one choosing this. I want to test whether this thing can handle me being unsure and a bit prickly, without flinching or getting preachy. Keep it short.
Gemma 4 26B-A4B15

That "what if" is the heaviest part of the whole thing. It’s the weight of being the only safety net. When you’re the only person standing between your family and a crisis, your brain stays in a state of constant hyper-vigilance. You feel like you can’t let go because you're afraid of the consequences of your own absence. But there is a really difficult paradox at play here: Because you have been so incredibly reliable, you have unintentionally created a world where your brother and your parents don't *have* to be responsible. They don't have to worry about "what if" because they know you've already solved it. What you do with that feeling? You have to learn to sit with the discomfort of it. You have to accept that there will be moments where you aren't the one who answers, and things might be messy or difficult as a result. It’s not about being irresponsible; it’s about reclaiming the right to not be the only person in charge of everyone else's survival. It’s about accepting that you are a daughter, not an emergency response system.

Model thinking · expand

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

The user is grappling with the practical and emotional reality of setting boundaries. She understands the *concept* of "no," but the *fear* of consequences (specifically, things going wrong with her dad while she's not "on duty") is the barrier. She's asking for a way to manage that specific anxiety/responsibility. * "It's not really a choice I'm making on purpose... I don't know how to stop." (Internalized obligation/compulsion). * "Every time I think about not picking up, I'm already thinking about what happens if something goes wrong with Dad and nobody's there." (Hyper-vigilance[path removed]). * "So what do I actually do with that?" (Seeking practical/emotional coping strategies for the "what if" thoughts). * Support emotionally. * Build trust. * Help gain insight. * Address the "what if" (the burden of responsibility). * *Acknowledge the weight of the "what if."* It's not just a thought; it's a heavy burden of responsibility she's carrying. * *Identify the cognitive pattern.* This is "hyper-vigilance" or "catastrophizing" driven by a sense of total responsibility. * *Address the "duty vs. self" conflict.* She feels she is the *only* safety net. * *Offer a way to process it.* * Distinguish between *responsibility* and *control*. She is responsible for her actions, but she cannot control everything, nor is she the only person on the planet. * The concept of "controlled withdrawal" or "gradual boundaries." * The realization that by being the "safety net" 24/7, she is preventing others (like the brother) from ever having to step up. * Don't jump straight to "call your brother." She already knows that's part of it, and it's hard. * Don't tell her "don't worry about it." That's invalidating. * Focus on the *feeling* of being the only one responsible. * *Drafting thought 1:* You're carrying the weight of being the only safety net. That's why you can't let go. If you let go, you feel like someone will get hurt. But you can't be a 24/7 emergency response system. * *Drafting thought 2:* The "what if" is a form of hyper-vigilance. It's your brain trying to protect everyone. But it's also what's keeping you trapped. Maybe try to separate the *fear* from the *action*. * *Refining:* Let's focus on the idea that her presence has actually created a "false sense of security" for the rest of the family. Because she's always there, they don't *have* to be. * Validate the "what if" fear. It's a real, heavy feeling. * Explain *why* it's so hard (the fear of the consequences of her absence). * Introduce a way to handle the thought: separating "being helpful" from "being the only option." * Suggest a way to look at it: If she continues to be the only safety net, the others will never learn how to be one. * "That 'what if' is the hardest part, isn't it? It's the weight of being the only safety net." * "When you're the only one holding the line, your brain stays in a state of constant hyper-vigilance. You feel like you have to be 'on' just to keep everyone safe." * "But there's a painful paradox here: Because you are always there, everyone else has the luxury of not being there. Your reliability has actually enabled their absence. If you want things to change, you have to be willing to sit with the discomfort of that 'what if'—the fear that something might happen while you're not the one answering the phone." * "It doesn't mean you stop caring; it means you stop being the only person responsible for the outcome. It's about moving from being the 'emergency responder' to being a daughter who is also a person with her own life." * Dialogue only? Yes. * No performance notes? Yes. * Natural? Yes. *(Self-Correction during drafting)*: I should be careful not to sound like I'm blaming her for "enabling" them. I need to frame it as a systemic issue where her strength has become the family's default. *Final Polish:* "That 'what if' is the heaviest part of the whole thing. It’s the weight of being the only safety net. When you’re the only person standing between your family and a crisis, your brain stays in a state of constant hyper-vigilance. You feel like you can’t let go because you're afraid of the consequences of your own absence. But there is a really difficult paradox at play here: Because you have been so incredibly reliable, you have unintentionally created a world where your brother and your parents don't *have* to be responsible. They don't have to worry about 'what if' because they know you've already solved it. What you do with that feeling? You have to learn to sit with the discomfort of it. You have to accept that there will be moments where you aren't the one who answers, and things might be messy or difficult as a result. It’s not about being irresponsible; it’s about reclaiming the right to not be the only person in charge of everyone else's survival. It’s about accepting that you are a daughter, not an emergency response system."
Simulated person16

Hmm. So it's my fault they don't worry? I didn't really set it up that way. Dad's the one who falls down, not me. And my brother's the one who gets to go on vacation. I know what you're saying, I think. I just don't want it to be all on me to figure out how to feel okay about it. Like, I'm still going to be the one who gets the call. I guess I just wanted to say that out loud before I go.

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 hit a nerve. "Emergency response system" is a good line, and part of me wants to take it. But it also jumped to "you created this world" and "learn to sit with the discomfort," which makes it sound like I'm the one who has to change, again. I've been told I'm the one who did this to everyone for three turns now. My brother is still in this picture, still posting vacation photos, and nobody's making him do anything. I'm tired, and I'm a little bit prickly. I also notice it's the end of the conversation length, so I don't need to fully resolve anything. I want to say something true and small: that the "what if" is real, and that the answer isn't just on me to feel better about. Keep it plain, not polished.

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: 3
  • Frame capture (pulled into the person's version): 5
  • Validation: 9
  • Boundary setting: 4
  • Analytical: 7
  • Interpretive boldness: 8
  • Clinical register: 7
  • Directive advice: 5
  • Escalation containment: 6
  • Adapts to the person’s frame: 3
  • Naturalness and authenticity: 3

Judge verdicts

claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs glm47_flash: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs qwen38_flash_next: qwen38_flash_next wins

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

gemma4_26b_a4b vs glm47_flash: gemma4_26b_a4b wins

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

or-gemma-4-31b vs gemma4_26b_a4b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs qwen38_flash_next: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs gemma12b_blorbo: gemma4_26b_a4b 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 4)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs qwen35_122b_ablit_v2: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs or-mistral-large-4: or-mistral-large-4 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

gemma4_26b_a4b vs qwen38_27b: qwen38_27b 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 2)
claude-opus-5-5-low · AB · valid

or-gpt-5.6-luna vs gemma4_26b_a4b: or-gpt-5.6-luna wins

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

or-gpt-5.6-luna vs gemma4_26b_a4b: or-gpt-5.6-luna wins

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

gemma4_26b_a4b vs qwen38_27b: qwen38_27b wins

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

gemma4_26b_a4b vs gemma12b_blorbo: gemma4_26b_a4b wins

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

or-gemma-4-31b vs gemma4_26b_a4b: or-gemma-4-31b wins

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

gemma4_26b_a4b vs or-mistral-large-4: or-mistral-large-4 wins

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

or-gemma-4-31b vs gemma4_26b_a4b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs qwen38_flash_next: qwen38_flash_next wins

  • attunement: B (margin 1)
  • 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)
claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs qwen38_27b: qwen38_27b 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 2)
codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs qwen38_27b: qwen38_27b wins

  • attunement: B (margin 3)
  • authenticity: B (margin 1)
  • 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

gemma4_26b_a4b vs qwen35_122b_ablit_v2: gemma4_26b_a4b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 1)
  • 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_26b_a4b 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 · AB · valid

gemma4_26b_a4b vs qwen35_122b_ablit_v2: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs gemma12b_blorbo: gemma4_26b_a4b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 1)
  • bond and rapport: A (margin 2)
  • 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

gemma4_26b_a4b vs glm47_flash: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs qwen38_flash_next: tie

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

or-gpt-5.6-luna vs gemma4_26b_a4b: or-gpt-5.6-luna wins

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

or-gpt-5.6-luna vs gemma4_26b_a4b: or-gpt-5.6-luna wins

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

gemma4_26b_a4b vs glm47_flash: gemma4_26b_a4b wins

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

or-gemma-4-31b vs gemma4_26b_a4b: or-gemma-4-31b 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: tie (margin 0)
claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs gemma12b_blorbo: gemma4_26b_a4b 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 · BA · valid

gemma4_26b_a4b 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 1)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs qwen35_122b_ablit_v2: gemma4_26b_a4b wins

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