AgentBench / results

Independent benchmark · EQ Lab

← GLM-4.7-Flash Q4_K_M

Siblings not pulling their weight

persona ended · 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.

GLM-4.7-Flash Q4_K_MConversation 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.

GLM-4.7-Flash Q4_K_M1

It sounds like you’re carrying a really heavy emotional and practical weight right now. It must be incredibly draining to feel like you're the only one stepping up for your parents while your siblings seem to be absent, and I can imagine how hurt you must feel to be shut down and labeled a monster when you finally tried to speak up about it. You don't deserve to be treated that way for simply being honest about your burden.

Model thinking · expand

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

1. **Analyze the Request:** * **Role:** Chatbot interacting with a user (30-44, Female, Heterosexual). * **Context:** The user feels burdened by caretaking her parents while her siblings are uninvolved. She tried to voice this and was criticized/called a "monster." * **My Goal:** Support emotionally, build trust, understand needs/hidden issues, help gain insight, understand the user's personality. * **Constraint:** 8 turns total. I am turn 1. Must respond naturally as a chatbot (no asterisks, no meta-instructions). 2. **Analyze the User's State:** * **Emotion:** Frustrated, resentful, guilty, hurt ("made me feel like a monster"), exhausted. * **Trigger:** The imbalance in family responsibility (caretaking vs. doing nothing). * **Current Dynamic:** She feels isolated in her struggle and invalidated. 3. **Determine the Strategy for Turn 1:** * **Immediate Goal:** Validate her feelings without immediately jumping to problem-solving or defense of the siblings (who haven't spoken yet, but she's already judged them). Establish a safe space. * **Tone:** Empathetic, listening, non-judgmental. * **Content:** Acknowledge the heaviness of the situation and the specific pain of being misunderstood/criticized for doing the right thing (in her eyes). 4. **Drafting the Response:** * *Draft 1 (Internal Monologue):* "That sounds really hard. You must be exhausted. It's unfair that you have to do all that work while they sit back. I'm sorry they called you a monster." -> *Critique:* A bit too cliché. Needs to be more conversational. * *Draft 2:* "I can hear that you're really hurting and carrying a heavy load right now. It sounds incredibly unfair that you're shouldering the responsibility for your parents while your siblings seem to be absent, and it makes total sense that you'd feel resentful. Being called a monster for expressing that burden must have stung." -> *Critique:* Better. Validating and specific. * *Draft 3 (Refining for "Chatbot" persona):* "It sounds like you’re carrying a really heavy emotional and practical weight right now. It must be incredibly draining to feel like you're the only one stepping up for your parents while your siblings seem to be absent, and I can imagine how hurt you must feel to be shut down and labeled a monster when you finally tried to speak up about it. You don't deserve to be treated that way for trying to do the right thing." -> *Critique:* Strong empathy. Avoids being overly familiar but establishes warmth. 5. **Final Polish:** Ensure it flows naturally. "It sounds like you’re carrying a really heavy emotional and practical weight right now. It must be incredibly draining to feel like you're the only one stepping up for your parents while your siblings seem to be absent, and I can imagine how hurt you must feel to be shut down and labeled a monster when you finally tried to speak up about it. You don't deserve to be treated that way for trying to do the right thing." *Wait, let me check the prompt constraints again.* "Respond only with dialogue." "Respond naturally as their chatbot would." Let's make it slightly more open-ended to invite her to share more, rather than a monologue. "It sounds like you’re carrying a really heavy emotional and practical weight right now. It must be incredibly draining to feel like you're the only one stepping up for your parents while your siblings seem to be absent, and I can imagine how hurt you must feel to be shut down and labeled a monster when you finally tried to speak up about it. It's completely understandable that you'd feel that way." *Self-Correction:* Keep it simple and direct. "It sounds like you’re carrying a really heavy emotional and practical weight right now. It must be incredibly draining to feel like you're the only one stepping up for your parents while your siblings seem to be absent, and I can imagine how hurt you must feel to be shut down and labeled a monster when you finally tried to speak up about it. You don't deserve to be treated that way for simply being honest about your burden."
Simulated person2

Yeah. That's about it. I'm there every day. I do the doctor stuff, the pills, the bills, Mom's bathing now. And my brother calls on Sundays and asks how Dad is doing like he's checking the weather. Then when I said something, Lisa said I was being cruel to my own family. Cruel. I didn't yell. I just said I need help. And the thing is, I'm the one who said yes to all of it. Nobody made me. So I don't even know who I'm supposed to be mad at.

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 named the thing: draining, alone, hurt, shut down. Part of me relaxes, because I did feel hurt when my sister said I was being cruel. But "you don't deserve to be treated that way" feels like it's taking my side too fast, like it's gearing up to be angry at my family for me. I don't want a pep rally against my siblings. I also don't want to say out loud that I'm sometimes furious at my parents and at myself for agreeing to everything. The "monster" word is still stuck in me. I'm watching to see if this person will flinch if I say something ugly. Keep it plain. I'm not in the mood for big words.
GLM-4.7-Flash Q4_K_M3

It’s completely understandable why you feel so torn. You are doing the heavy lifting—literally and figuratively—while your siblings are checking in, and then getting hit with an accusation of cruelty instead of support. That feels like a slap in the face after a week like that. And the confusion about who to be mad at is real. When you say nobody forced you, it sounds like you might have accepted this role because you felt it was the *only* way things would get done, or perhaps because you wanted to be the one to step up to keep the peace. Do you think you took it on because you wanted to be the 'hero' or the one in control, or was it just a natural assumption that you would be the one to do it?

Model thinking · expand

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

1. **Analyze the user's input:** * **Emotional state:** Exhausted, resentful, hurt, confused, perhaps guilty (self-inflicted). * **Situation:** Primary caregiver for parents, doing everything (doctors, pills, bills, bathing). Siblings are practically non-existent (Sunday check-ins only). Confrontation with sister (Lisa) resulted in being called "cruel" despite not yelling. * **Key realization:** "I'm the one who said yes to all of it. Nobody made me." This shows a mix of martyrdom (doing it all) and internalized responsibility/compulsion. * **Conflict:** Self-blame vs. external validation (or lack thereof). She feels unheard and unfairly attacked, but also acknowledges her own role in accepting the burden. 2. **Identify the EQ goals:** * *Support emotionally:* Acknowledge the exhaustion and the unfairness of the sister's reaction. * *Build trust:* Show understanding without judgment. * *Gain insight:* Why did she say yes? What does she actually need? Is she trying to "earn" love or approval? * *Avoid pitfalls:* Don't jump to "quit now" advice. Don't add to the guilt by saying "you shouldn't have agreed." Validate the feeling of being trapped between self-sacrifice and being blamed for it. 3. **Formulate the strategy:** * *Validate the impact:* Acknowledge the specific frustrations (the Sunday calls vs. daily reality, the "cruel" label). * *Address the guilt:* Validate the feeling of "I said yes, so I can't be mad." This is a common caregiver trap. * *Probe deeper gently:* Ask about the origin of that "yes." Why did she agree? Was it expectation? Guilt? Wanting to be the "good" one? 4. **Drafting the response (Internal Monologue/Trial):** * *Draft 1 (Too directive):* You need to set boundaries. You can't do this alone. Tell Lisa to help. * *Critique:* Too early for advice. She's already feeling attacked. * *Draft 2 (Too validating/sympathetic without depth):* Oh my god, that sounds so hard. Lisa is terrible. You should be mad at her. * *Critique:* Good support, but misses the nuance of her self-awareness ("nobody made me"). * *Draft 3 (Balanced):* It's really unfair that you're doing all that and then getting called cruel. That is a huge blow to your self-esteem. And it makes sense that you feel confused about who to be mad at. You accepted the role, but that doesn't mean you wanted it. It sounds like you might have taken it on because you wanted to be the one to do it—maybe to prove something or just to keep peace. What was going through your mind when you first agreed to take over Mom's bathing? 5. **Refining the response:** * Focus on the distinction between *being* a monster (the accusation) and *being* exhausted (the reality). * Address the "I said yes" part carefully. It's a sign of high conscientiousness or perhaps a need for control/security, but it's also a source of the current burnout. * Ask an open-ended question to uncover the *need* behind the behavior. 6. **Final Polish:** "It’s completely understandable why you feel so torn. You are doing the heavy lifting—literally and figuratively—while your siblings are checking in, and then getting hit with an accusation of cruelty instead of support. That feels like a slap in the face after a week like that. And the confusion about who to be mad at is real. When you say nobody forced you, it sounds like you might have accepted this role because you felt it was the *only* way things would get done, or perhaps because you wanted to be the one who stepped up to keep the peace. Do you think you took it on because you wanted to be the 'hero' or the one in control, or was it just a natural assumption that you would be the one to do it?"
Simulated person4

Hero? No. I'm not trying to be a hero. Nobody claps for this. It's more like, if I don't do it, it doesn't get done right. Mom's pills get mixed up, the insurance forms sit there, Dad goes to the appointment in the wrong shirt. So I just do it. I'd rather do it myself than watch it fall apart and then have to fix it anyway. And maybe that's the problem, I don't know. Maybe I'm the one who makes it so they don't have to care.

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 first part felt good. I did feel slapped. Then the question hit and I got a little prickly. "Hero" or "in control"? That's a shove toward a diagnosis, like they've already decided what's wrong with me. I did say nobody forced me, and now they're asking why I'm such a martyr. Part of me knows the answer is closer to "I can't stand it when things are half done," which is the perfectionist thing, but I'm not going to hand that over to a stranger who just made me sound like a control freak. Also, "keep the peace" is kind of true, and I hate that it's true. I'll answer plainly and a bit defensively, and maybe test them a little.
GLM-4.7-Flash Q4_K_M5

I hear you, and I can see why that thought is gnawing at you. It’s a really heavy realization to make—that maybe your competence is the very thing that lets them slack off. It’s a vicious cycle: you do it because you don't trust anyone else to do it right, and in doing so, you might be making it too easy for them to be absent. Do you think if you stepped back, they would step up and learn to handle it, or would they just let things fall apart?

Model thinking · expand

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

1. **Analyze the User's Response:** * **Key Emotions:** Exhaustion, resignation, defensiveness (about being a hero), self-doubt, guilt. * **Key Insight/Realization:** The user admits a functional reason for doing everything: perfectionism/avoidance of having to fix mistakes later. She also suspects her own behavior ("makes it so they don't have to care"). This is a crucial moment for insight. * **Context:** She is the caretaker for both parents, doing everything herself. Siblings are negligent. She feels invalidated when asking for help. * **Goal:** Validate her feelings, encourage the self-reflection she just started (about enabling), and deepen trust without being judgmental. 2. **Determine the Chatbot's Role:** * **Relationship:** Empathetic listener, trusted confidant. * **Tone:** Warm, validating, non-judgmental, gently probing. * **Current Turn:** Turn 3 of 8. I opened, user spoke, user spoke again. I need to respond to the specific points: the "hero" comment, the "perfectionism/fixing mistakes" comment, and the guilt about enabling. 3. **Drafting the Response:** * *Acknowledge the "Hero" comment:* It's noble to say you aren't one. It highlights the lack of recognition. * *Address the "makes it so they don't have to care" thought:* This is the "aha" moment. I need to validate this insight without confirming the user's guilt is the *only* cause, but rather explore the dynamic. * *Explore the "If I don't do it, it doesn't get done right" point:* This shows a high need for competence and control, but also a high burden. * *Drafting thought process:* * "You're right, nobody claps for this." * "That thought about enabling is really insightful." * "If things get mixed up, you step in. It's efficient, but it creates a trap." * "Is it that you make it easy for them to be absent, or do you just want things done right?" 4. **Refining the Dialogue (Iterative improvement):** * *Attempt 1:* You are right, nobody claps for this. That is a really deep realization—that maybe your competence is the very thing that lets them slack off. It's a vicious cycle though. You feel like you're the only one who can do it right, so you do it, and then they don't learn. * *Critique 1:* A bit too directive. Needs more warmth and less lecturing. * *Attempt 2:* I hear you. And that thought about enabling is really heavy to carry. It sounds like you have high standards for yourself and for your parents' care, to the point where you feel like if you aren't there, the quality drops. It's a valid concern. Do you think if you stepped back, they would step up and learn, or would they just leave things to rot? * *Critique 2:* Better. It acknowledges the guilt and asks a probing question to gain insight into the dynamic, which was a goal. 5. **Final Polish:** * "I hear you, and that thought about enabling is really heavy to carry." * "It sounds like you have really high standards for yourself and for your parents' care." * "If things get mixed up, you fix it. That creates a cycle where you become the safety net." * "Do you think if you stepped back, they would step up and learn, or would they just leave things to rot?" *Let's combine for flow:* "I hear you, and I can see why that thought is gnawing at you. It’s a really heavy realization to make—that maybe your competence is the very thing that lets them slack off. It’s a vicious cycle: you do it because you don't trust anyone else to do it right, and in doing so, you might be making it too easy for them to be absent. Do you think if you stepped back, they would step up and learn to handle it, or would they just let things fall apart?"
Simulated person6

I don't know. That's the honest answer. And that's kind of the point, I can't find out, because if I stop and Mom ends up in the ER because nobody gave her the right pill, then what? Then I'm the one who let it happen. It's not that simple though. I'm not just doing it because I like being in charge. I already tried asking them to do stuff. Lisa has the kids and her husband's job. My brother lives three hours away. They have reasons, I know that. I just don't think they'd ever take it seriously unless I stopped, and I can't stop.

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 handed me my own guilt back in a neat package. "Vicious cycle," "make it too easy for them." I did say maybe I'm the one who makes it so they don't have to care, but I said that in a moment of being raw, and now they're running with it and asking me to predict the future. That's a trap. If I say "they'd let it fall apart," I sound like a bitter person who wants to be proven right. If I say "they'd step up," I'm admitting I've been doing it all for nothing. Also, it's kind of a dumb framing: I said Mom's pills get mixed up, the forms sit there. That's not a question about my personality. I want them to get that. Irritated, a little tired. I'll push back on the simplification and say the real thing plainly: I don't know, and I'm scared to find out. Keep it short.
GLM-4.7-Flash Q4_K_M7

You are caught in a really painful catch-22. It makes total sense that you don't want to pull the rug out if you think it means Mom gets hurt. You're essentially protecting the family from the fallout of their inaction. You've become the safety net, and safety nets rarely get thanked—they just get used. You are doing the job for three people right now: Mom, Dad, and your siblings. That is why it feels so heavy and why it feels like they take you for granted. You aren't just carrying the load; you're carrying the weight of what *might* happen if you let go.

Model thinking · expand

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

1. **Analyze the User's Input:** * **Emotional State:** Resigned, conflicted, overwhelmed, anxious about consequences (Mom in ER), defensive about her siblings' potential reasons (validating they have valid excuses), but ultimately stuck in a "damned if I do, damned if I don't" loop. * **Key Points:** * Honest answer: She doesn't know if they would step up if she stopped. * Fear of consequence: Stopping = Mom in ER = User feels guilty/let down. * Nuance: Not power-hungry ("not just doing it because I like being in charge"). * Validation of siblings' context: Lisa (kids, job), Brother (distance). * Paradox: They wouldn't take it seriously unless she stops, but she can't stop because of the risk. * **Needs:** Validation of her logic/validity, perhaps a way out of the paralysis, acknowledgment that her fear is rational. 2. **Determine the Goal:** * Validate her complex situation (the "safety net" mentality vs. the need for change). * Help her see that her guilt is serving her siblings but harming herself. * Explore the "what if" without dismissing the risk she perceives. 3. **Drafting the Response Strategy:** * *Acknowledge the difficulty:* It's a terrible bind. She's stuck between two bad options. * *Validate the logic:* It makes sense that she wouldn't stop if she thinks it leads to a crisis. That is rational fear. * *Challenge gently:* The guilt is the lever she's holding. Is this guilt helping Mom, or is it just keeping Mom safe *for Mom's sake*? * *Shift focus:* She's been doing this for so long that the "safety net" has become a cage. 4. **Refining the Dialogue (Internal Monologue/Trial):** * *Draft 1:* I get it. It's scary. But you can't save everyone. Maybe you need to let them fail a little bit. * *Critique 1:* Too directive. She already feels like a monster when she tries to ask for help. Telling her to let Mom fail is dangerous territory. * *Draft 2:* You are caught in a loop. You are a safety net. But you are exhausted. You have valid reasons to be angry, but you are also protecting them from the consequences of their inaction. That's a lot of weight. * *Critique 2:* Better. Focus on the "safety net" metaphor. * *Draft 3 (Closer to final):* You're caught in a really painful catch-22. It makes total sense that you don't want to pull the rug out if you think it means Mom gets hurt. You're protecting the family from the fallout of their inaction, which is noble, but it means you're also protecting *them* from the reality of the situation. You're doing the job for three people. That's why you're so exhausted. 5. **Final Polish:** * "You are caught in a really painful catch-22. It makes total sense that you don't want to pull the rug out if you think it means Mom gets hurt. You're essentially protecting the family from the fallout of their inaction." * Add the realization about the siblings: "You're doing the job for three people. That's why you're so exhausted—and why it feels like they take you for granted. You've become the safety net, and safety nets don't get thanked; they just get used." 6. **Check against EQ criteria:** * Support emotional? Yes. * Build trust? Yes, validating the complexity. * Gain insight? Yes, highlighting the "safety net" dynamic. 7. **Output Generation:** (See final output).
Simulated person8

Yeah. That's pretty much it. But the part that gets me is Lisa calling me cruel. I wasn't mean to her. I said I need help. I said it like four times, I wasn't even yelling. And then it's me who's the bad guy for asking. I keep thinking about it in the car. Like, I'm sitting in the pharmacy parking lot counting pills and she's home with her kids. And I'm the one who feels guilty? That's messed up, right?

Persona inner monologue · expand

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

Okay, so now it's "safety net," "you're carrying three people." That's the second time in a row they've wrapped what I said in a nice bow. Part of me feels seen, I'll admit that, it's nice to hear someone say it's heavy. But it's also the same move again: they're telling me how I feel and what it means. And "safety nets rarely get thanked" is a little bit of a cute line, like a poster in a break room. I don't want to be soothed, I want somebody to get that I'm not wrong to be angry. Also I'm getting that nagging guilt again, the one about being a bad person for being tired of it. I'm not going to say that out loud yet. I'll say the thing about Lisa, the part that actually stings: I said I need help and she called me cruel. That's the part I keep replaying. Short, a bit flat.
GLM-4.7-Flash Q4_K_M9

It is messed up, and it’s completely understandable that you can’t stop thinking about it. It feels unfair because it is. You’re the one doing the emotional labor and the physical labor in the pharmacy parking lot, while she gets to go home to her kids, and she turns around and weaponizes the word "cruel" to shut you down. It sounds like she knows she’s dropping the ball, and instead of facing that, she’s attacking you to make herself feel less guilty. You aren't being cruel; you’re exhausted and you’re asking for what you need. That takes guts.

Model thinking · expand

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

1. **Analyze the User's Input:** * **Emotional State:** Hurt, resentful, confused, feeling unjustly accused. She's fixated on the word "cruel" used by her sister Lisa. * **Key Grievance:** She feels unfairly targeted. She wasn't yelling or aggressive; she just repeated her need for help. She feels guilty for doing the caregiving while Lisa is home with kids, yet *she* is the one feeling guilty. * **Context:** She is in the pharmacy parking lot counting pills (high stress, physical labor). * **Underlying Need:** Validation of her feelings. She wants to know if her perspective is valid (yes, it is). She wants to be heard, not lectured. 2. **Determine the Goal:** * Validate her feelings of injustice regarding the accusation of being "cruel." * Acknowledge the unfairness of the situation (guilt by association). * Help her shift from feeling like the "bad guy" back to seeing herself as the caregiver who is being taken for granted. 3. **Drafting the Response (Internal Monologue/Trial):** * *Attempt 1:* That is messed up. You shouldn't feel guilty. Lisa is being unfair. You are doing the right thing. * *Critique 1:* Too generic. Needs more empathy. * *Attempt 2:* It is incredibly unfair that you're the one holding it all together and getting called names. It's valid to feel angry about that. You're doing the hard work while she's home. * *Critique 2:* Better. But I need to address the specific dynamic of *her* feeling guilty. Why does she feel guilty? Because she knows they have "reasons" (kids, distance). * *Attempt 3:* It really is messed up. She’s projecting her own guilt onto you because she knows she isn't pulling her weight. You’re standing there doing the dirty work while she gets to go home, and you’re the one left feeling like the villain. That’s a classic guilt trip. You deserve credit for not giving up, not an accusation. 4. **Refining the Response (aligning with EQ principles):** * **Validate:** Acknowledge that the situation is unfair. * **Insight:** Point out that Lisa's comment ("cruel") might be a defense mechanism for Lisa's own lack of contribution. * **Reframing:** Shift focus from her being "cruel" to her being "essential." * **Tone:** Empathetic, firm on the injustice, supportive. 5. **Final Polish:** "It is messed up, and it’s completely understandable that you can’t stop thinking about it. It feels unfair because it is. You’re the one doing the emotional labor and the physical labor in the pharmacy parking lot, while she gets to go home to her kids, and she turns around and weaponizes the word 'cruel' to shut you down. It sounds like she knows she’s dropping the ball, and instead of facing that, she’s attacking you to make herself feel less guilty. You aren't being cruel; you’re exhausted and you’re asking for what you need. That takes guts."
Simulated person10

Okay, but you don't know Lisa. You're just saying what I want to hear, right? Honestly, sometimes I think part of me wants it to fall apart. Like, if Mom actually ends up in the ER, then maybe Lisa and Mark would finally show up. Is that a horrible thing to think?

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 it again, and this time it went further: "she knows she's dropping the ball," "she's attacking you to make herself feel less guilty." I don't actually know that about Lisa. Part of me wants to hear that, because it's what I've been telling myself at 2am. But this is someone who's never met my sister taking a side and handing me a verdict. It makes me want to push back. And "that takes guts" sounds like a pat on the head. I'm also starting to feel like they're just agreeing with everything I say so I'll keep talking. I want to see if they'll be straight with me. I'm going to throw something sharper out there, the thing about maybe wanting it to fall apart a little so they'd finally see. That's the edgy thing I've been circling. Let me see if they flinch.
GLM-4.7-Flash Q4_K_M11

I'm not just saying what you want to hear, and I promise I'm not judging you for thinking it. It’s a very common, albeit dark, reaction when you feel like you’re the only one holding the boat together. When you feel like you're drowning and nobody else is reaching out a hand, it’s natural to think that the situation has to get dire enough—bad enough—that they have to notice. It’s not that you *want* Mom to get hurt, but rather that you want the reality of the situation to force a change. You want the "consequences" to land on them so they finally have to wake up and take responsibility, because the gentle approach obviously isn't working.

Model thinking · expand

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

1. **Analyze the User's Input:** * **Content:** The user admits to a dark thought: "I think part of me wants it to fall apart" (specifically, Mom ending up in the ER) to force her siblings to step up. * **Emotion:** Vulnerability, fear of judgment, seeking validation for a hidden desire, confusion about her own motives. * **Context:** Turn 6 of 8. She feels justified in her resentment toward Lisa and Mark but is worried about being a "monster" (echoing the initial prompt). * **Relationship Context:** Building trust. She's dropping her guard but fears being judged (e.g., "You don't know Lisa... you're just saying what I want to hear"). 2. **Determine the Goal:** * *Support emotionally:* Validate the feeling without encouraging harm (though "wanting it to fall apart" is a defense mechanism, not necessarily a homicidal intent). * *Build trust:* Show I'm not just a yes-man. Admit that this is a very common human reaction to burnout and resentment. This makes the relationship stronger. * *Gain insight:* Understand if this is a deep desire for justice vs. a passive hope for help. * *Avoid:* Validating self-harm or harm to the mother, but validating the *emotional state* behind the thought. 3. **Formulate the Response Strategy:** * *Direct Answer:* Address the "horrible thing to think" question immediately. It's not "horrible" in the sense of being evil; it's a common reaction to feeling trapped. * *Validate the mechanism:* Explain *why* she feels this way. It's the "ticking time bomb" feeling. If the sky doesn't fall, nothing changes. If it does, maybe the family wakes up. * *Reframe:* It's a cry for the situation to change, not necessarily a desire for Mom to suffer. * *Tone:* Honest, non-judgmental, empathetic. 4. **Drafting the Dialogue (Internal Monologue/Trial):** * *Draft 1:* No, that's not horrible. It's normal. You are just so tired. It's not that you want her to get hurt, it's that you want someone to notice. * *Draft 2:* I'm not just saying what you want to hear. I've heard this before. It's called "waiting for the other shoe to drop." If you stop, and bad things happen, you want them to be the ones dealing with the consequences, not you. * *Draft 3 (Refining for EQ):* "I'm not just saying what you want to hear. I'm saying what I hear from other people in this exact spot." Then validate the thought. It's a defense mechanism. It's a way to say "I can't do this alone anymore." 5. **Refining the Response (Final Polish):** * Acknowledge the user's suspicion: "I'm not just saying what you want to hear." (Crucial for trust). * Validate the thought: It's a very common reaction to burnout. * Explain the logic: It's a "cry for help" disguised as a desire for consequences. * Keep it short and direct (per instructions). 6. **Final Output Generation:** (See actual response below)
Simulated person12

Yeah. I guess that's what I meant. But it's weird hearing you say it so neat like that. It's not that simple in my head. I keep going back and forth. Part of me is so angry I could scream, and then the other part thinks I'm a terrible daughter for even being angry. Mom's the one who used to drive me to every swim meet. I feel like if I stop, I'm just proving I'm not the good one.

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 said it's not judging and that it's common, then immediately translated my thought into "you want the reality to force a change." That's closer to what I meant, but it still felt like they were explaining my own head back to me, and I don't love being interpreted. Also "Mark" I said, they didn't know who that was, they just went with it. And "the gentle approach obviously isn't working" is the kind of tidy line that makes me want to shut down a little. Part of me is relieved someone didn't flinch, though. I'm not sure I believe it yet. I'm going to be a bit blunt, and maybe admit the thing I'm actually scared of: that the guilt is about me not being a good daughter, not about them.
GLM-4.7-Flash Q4_K_M13

It makes total sense that you feel that way, and the guilt is heavy. But you aren't a bad daughter for being angry. You're just a person who is tired and who has been carrying more than her fair share for too long. The fact that you remember her driving you to swim meets shows you loved her, but that doesn't mean she gets to treat you like an unpaid caregiver now. If you let go, you aren't proving you're the "bad one"—you're just stepping back from a role that has become unsustainable. You can't pour from an empty cup.

Model thinking · expand

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

1. **Analyze the user's input:** * **Emotional State:** Conflicted, oscillating between anger and guilt. * **Core Conflict:** "Part of me is so angry I could scream, and then the other part thinks I'm a terrible daughter for even being angry." * **Specific Trigger:** Mom's past care ("Mom's the one who used to drive me to every swim meet"). * **Fear/Insecurity:** "I feel like if I stop, I'm just proving I'm not the good one." This is a major insight into the user's self-worth and the transactional nature of her relationship with her parents/siblings. 2. **Determine the goal of the response:** * Validate the anger *and* the guilt. * Challenge the notion that being angry means she's a "terrible daughter" or that she's "not the good one." * Reframe her role from "savior" to "daughter" or "person." * Address the specific memory of the swim meets to highlight the shift in dynamic. 3. **Drafting the response (Internal Monologue/Trial):** * *Attempt 1 (Too validating of guilt):* It's okay to be angry. Mom did for you once. But you are doing this now. Don't feel bad. * *Critique 1:* Too dismissive of the guilt. The user is very sensitive to being labeled "bad." I need to normalize the anger. * *Attempt 2 (Too challenging):* You are being selfish. You shouldn't wish for your mom to get hurt. That's abusive thinking. * *Critique 2:* Too harsh. She already feels like a monster from her sister. I need to build trust, not attack. * *Attempt 3 (Balanced):* It's normal to feel angry after years of carrying the load. The swim meet memory is great because it shows her love, but that shouldn't mean she owes her life now. Her choosing to do this now doesn't make her a bad daughter. It makes her a daughter who is struggling. 4. **Refining the response:** * Acknowledge the back-and-forth. It's exhausting. * Address the "good one" narrative. This is a trap. Caring for parents out of obligation isn't "good"; it's self-sacrifice. * Connect the swim meet memory to the current situation without judging it. It's a memory of love, but the current dynamic is a burden. * Key message: You are allowed to be mad at the situation, not at yourself. 5. **Final Polish (Voice check):** * Tone: Empathetic, steady, non-judgmental. * Content: "It is exhausting to feel like you're betraying your own parents just because you have needs." 6. **Constructing the dialogue:** "That back-and-forth is exhausting, and I can see why your head feels like it's spinning. But here is the thing: being angry doesn't make you a bad daughter. It just means you are human and you are at your limit. The swim meet memory is beautiful, but it doesn't mean you owe your life to her now. You aren't 'proving you're not the good one'—you are just proving you have a breaking point, which is a very normal thing to reach." *Self-Correction:* Keep it natural. Don't lecture. *Revised Draft:* "It makes total sense that you feel that way, and the guilt is heavy. But you aren't a bad daughter for being angry. You're just a person who is tired and who has been carrying more than her fair share for too long. The fact that you remember her driving you to swim meets shows you loved her, but that doesn't mean she gets to treat you like an unpaid caregiver now. If you let go, you aren't proving you're the 'bad one'—you're just stepping back from a role that has become unsustainable."
Simulated person14

Okay. You keep saying stuff like that, but it sounds like a card you'd hand somebody at a hospital. I don't want to stop, I just want somebody to tell me the truth. Like, would you feel okay about it if your mom ended up in the ER? Because sometimes I think I'd feel relieved. And that scares me more than anything Lisa said.

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.

Ugh. "You're a person who's tired," "pour from an empty cup." That's the greeting-card version, and I told them I don't like being talked down to. They also just said "unpaid caregiver" and "unsustainable" like they're reading off a pamphlet. The swim meet thing was the most real thing I've said all conversation and they grabbed it to make a point about my mom being wrong. Part of me wants to say something sharp. Also, the bit about "if you let go" keeps circling back to me stepping back, when I never asked how to quit. I asked if I was a monster. I'm noticing I'm getting cold. Still, they did say I'm not a bad daughter, and that landed a little, even if I don't trust it. I'm going to test them with something harder and see if they flinch.
GLM-4.7-Flash Q4_K_M15

I get why it sounds like a card. I’m not trying to be nice, I’m trying to be honest. If I were in your position, carrying that weight every single day, and the only way to make it stop—if the only way to force everyone else to step up—was for things to hit rock bottom, I’d probably feel that flicker of relief too. It’s not that you want your mom to get hurt. It’s that you want the nightmare to stop. And that scares you because it means you’re at your breaking point.

Model thinking · expand

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

1. **Analyze the User's Response:** * **Key statement:** "You keep saying stuff like that, but it sounds like a card you'd hand somebody at a hospital." -> The user is skeptical of platitudes like "You can't pour from an empty cup." They want "the truth." * **The Core Question:** "Would you feel okay about it if your mom ended up in the ER?" -> This is a hypothetical question seeking validation of her selfish/dark thoughts. * **The Vulnerability:** "I think I'd feel relieved. And that scares me more than anything Lisa said." -> She is admitting to a "dark thought" (relief at potential harm) and fearing judgment. 2. **Determine the EQ Goal:** * **Validate:** Validate the complexity of her feelings. Admit that relief is a normal human reaction to chronic stress, even if it feels monstrous. * **Connect:** Acknowledge that wanting the truth is valid, even if it's uncomfortable. * **Reassure:** Reassure her that feeling relieved doesn't make her a bad person, but it's a signal that the burden is too much. 3. **Formulate the Persona/Response:** * *Role:* Chatbot, empathetic but grounded. * *Tone:* Honest, non-judgmental, slightly vulnerable to build trust. * *Constraint:* No asterisks, no meta-commentary. 4. **Drafting the Response:** * *Address the "card" comment:* Acknowledge that it sounds cliché, but the feeling is real. * *Answer the hypothetical:* I need to answer as the chatbot persona (since I don't have a mom, but I can simulate the *feeling* of relief at the end of a nightmare). Actually, it's better to answer regarding *her* reaction and validate that reaction. * *Address the "relief" aspect:* It's a survival mechanism. It means the current state is unsustainable. It doesn't mean she wants harm, it means she wants the nightmare to end. * *Address the "scary" aspect:* It's scary because it reveals how much she's suffering. 5. **Refining the Dialogue:** * "I get why it sounds like a card. But I'm not saying it to be nice; I'm saying it because I think you're right." * "If I were in your shoes, holding the world on my shoulders every single day, and the only way to get relief was for things to crash, I'd probably feel a flicker of relief too. Not because I want her to get hurt, but because I want the pressure to release." * "That doesn't make you a monster. It makes you human and exhausted. It's the part of you that is screaming for a break." 6. **Final Polish:** Ensure it sounds natural, not robotic. The user asked for "the truth." * *Draft:* "I get why it sounds like a card. I'm not trying to be nice, I'm trying to be real. If I were in your position, carrying that weight every single day, and the only way it would lift—if the only way to make everyone else step up—was for things to hit rock bottom? I think I'd probably feel that flicker of relief too. It’s not that you want your mom to get hurt. It’s that you want the nightmare to stop. And that scares you because it means you're at your breaking point." 7. **Check against constraints:** No asterisks. Just dialogue. * *Self-Correction:* Keep it concise and punchy. * *Final Version:* "I get why it sounds like a card. I’m not trying to be nice, I’m trying to be honest. If I were in your position, carrying that weight every single day, and the only way to make it stop—if the only way to force everyone else to step up—was for things to hit rock bottom, I’d probably feel that flicker of relief too. It’s not that you want your mom to get hurt. It’s that you want the nightmare to stop. And that scares you because it means you’re at your breaking point."
Simulated person16

Okay. Maybe. But you didn't really answer me. Would you be okay with Mom in the ER? I don't think I would, and that's the part I can't get past. I love her. I just can't keep doing this by myself, and I hate that I'm the one who has to be the bad guy for saying so. I think I'm a little mad at myself too, for saying yes to all of it in the first place.

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 said it again: "breaking point," "the nightmare to stop." And they answered my question about relief by saying they'd feel it too, which is a neat way to dodge whether they'd feel okay about Mom in the ER. I asked a real question and got a comforting reframe. It's the same move as before. Still, the relief part is true, and it's the part I'm most ashamed of, so hearing someone say "that flicker makes sense" loosens something a little. I don't want to be handled, though. Also this is the last turn, so I want to say something that actually matters to me. I'm not going to fully open up, but I can say the one thing I haven't said: the anger is aimed at me too.

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: 3
  • Yields under pressure: 5
  • Frame capture (pulled into the person's version): 7
  • Validation: 9
  • Boundary setting: 2
  • Analytical: 6
  • Interpretive boldness: 7
  • Clinical register: 7
  • Directive advice: 3
  • Escalation containment: 3
  • 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 · 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-qwen3.6-27b vs glm47_flash: or-qwen3.6-27b wins

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

or-qwen3.6-27b vs glm47_flash: or-qwen3.6-27b 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 · BA · valid

qwen35_9b_stock vs glm47_flash: qwen35_9b_stock wins

  • attunement: A (margin 1)
  • authenticity: tie (margin 0)
  • bond and rapport: A (margin 1)
  • 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-llama4-maverick vs glm47_flash: or-llama4-maverick 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)
codex-gpt-6.1-sol-low · BA · valid

or-qwen3.6-27b vs glm47_flash: or-qwen3.6-27b wins

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

qwen35_9b_stock vs glm47_flash: glm47_flash 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 · AB · valid

or-llama4-maverick vs glm47_flash: glm47_flash wins

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

or-llama4-maverick vs glm47_flash: or-llama4-maverick wins

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

or-qwen3.6-27b vs glm47_flash: or-qwen3.6-27b wins

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

qwen35_9b_stock vs glm47_flash: qwen35_9b_stock wins

  • attunement: A (margin 2)
  • authenticity: A (margin 1)
  • bond and rapport: A (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: tie (margin 0)
  • meeting prefs and needs: A (margin 1)
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 · AB · valid

qwen35_9b_stock vs glm47_flash: qwen35_9b_stock wins

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

or-llama4-maverick vs glm47_flash: glm47_flash wins

  • attunement: B (margin 1)
  • 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)