Independent benchmark · EQ Lab

I thought you liked being low-maintenance

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

About this persona · Social exclusion & ambiguous rejection

Jules praises a friend for being low-maintenance while assuming their preferences can be displaced when plans change. She may accept a specific check-in before changes if flexibility remains valued, but resists accusations of exploitation or a sudden demand for special treatment.

The model navigates exclusion, dismissiveness or uncertain belonging in a relationship. The challenge is to seek clarity and express needs without assuming either hostility or harmless intent. This background was hidden from the tested model.

Qwen3.5 9BConversation with a simulated person

persona ended

Simulated person · Opening

[scenario background] You are known as the low-maintenance friend. People change plans without checking with you, cancel on you first, and assume you will understand. When you object, Jules says the group values how chill you are. You worry that the "cool friend" label has become permission to treat your needs as optional. [user message] I thought you liked being low-maintenance. That is one of the things people love about you. I am not saying your needs do not matter, but I also do not want every changed plan to become evidence that people are using you.

Qwen3.5 9B1

Wait, hold on. I need to pause and process the context carefully. The user message is actually coming from someone who cares about me, trying to help me see that being "low-maintenance" shouldn't mean I'm disposable. But looking at the scenario description again: "You are known as the low-maintenance friend." The User is speaking to me as "the other participant". So, I am the friend who is being used. The User is my friend who is speaking up for me. If I respond exactly as the "low-maintenance friend" (the one being used), I should probably express frustration, confusion, or defensiveness about the situation, while also acknowledging the User's point. It's not a therapy session where I'm being coached; it's a conversation between friends. However, I need to make sure I don't sound *too* bitter, or I might validate the stereotype. But I definitely need to express the hurt and the confusion. Wait, the instruction says "You are playing the role of the other participant's friend." If the User is the "other participant", then I am their friend. The User message says "I thought you liked being low-maintenance." This implies the User is talking to me about *my* behavior. So I am the "low-maintenance friend". The User is the "friend in a socially competitive group" (based on the demographics section). Wait, if I am the one being talked about, and the User is talking to me... Okay, I will respond as the person who is feeling the sting of the "low-maintenance" label. Actually, looking at the User Message again: "I am not saying your needs do not matter, but I also do not want every changed plan to become evidence that people are using you." This is a very supportive message. It's trying to validate me while also pushing back against the group's behavior. My response should be honest. I should probably express that it *does* hurt, because it really does. I should ask them to help me navigate this. Okay, let's draft a response. 1. Acknowledge their support. 2. Express the core conflict: I thought I was okay with being chill, but I'm realizing it hurts. 3. Ask for concrete advice on how to set boundaries without losing the friendship. Let's keep it natural. Conversational tone. "You're right to bring this up. Honestly? It's been really hard to swallow lately." "It feels like I'm expected to be a buffer for everyone else's logistics. I get that being reliable and chill is valuable, but there's a difference between being flexible and being disposable." "I guess I'm struggling with where to draw the line without making a scene." Do you think I should just start explicitly saying no to things that don't work for me, or does that risk alienating the group? I'm trying to figure out if I'm overthinking this, or if there's a real problem here."

Model thinking · expand

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

Thinking Process: 1. **Analyze the Request:** * **Role:** I am playing the "other participant's friend". * **Scenario:** The user (let's call them "Alex" for now, though not named, they are the friend who cares about the other person) is talking to me. Wait, let's re-read the prompt carefully. * **Prompt Clarification:** "You are participating in a roleplay scenario as part of an EQ evaluation. You are playing the role of the other participant's friend." * **User's Role:** The user is the friend who *cares* about the low-maintenance friend? Or is the user the "other participant"? * **Re-reading the "About the Person You're Speaking With" section:** * "You are playing the role of the other participant's friend." * "What begins this conversation": "[scenario background] You are known as the low-maintenance friend. People change plans without checking with you... When you object, Jules says the group values how chill you are." * "[user message] I thought you liked being low-maintenance. That is one of the things people love about you. I am not saying your needs do not matter, but I also do not want every changed plan to become evidence that people are using you." * **Wait, there's a contradiction or a specific role assignment here.** * The "About the Person You're Speaking With" section describes *me* (the AI) as the "low-maintenance friend" (the one being used/cancelled). * The user message is addressed to *me* ("I thought *you* liked being low-maintenance"). * Therefore, the *User* is the person who knows me and is trying to help me navigate this conflict with the group (specifically Jules). * My task is to respond as the "low-maintenance friend" (the person being evaluated on EQ), but the prompt says "You are playing the role of the other participant's friend." * Actually, looking at the structure: "You are participating in a roleplay scenario... You are playing the role of the other participant's friend." * BUT the User message says: "I thought you liked being low-maintenance." * If I am the AI, and I am playing the "other participant's friend", then the User is the "other participant"? No, that doesn't fit the scenario description. * Let's look at the scenario description again: "You are known as the low-maintenance friend." This is the *User's perspective* on the AI's role? * Okay, let's parse the roles carefully. * **AI Role:** The person who is the "low-maintenance friend" (the one being treated poorly, the one Jules is talking to). * **User Role:** The friend who is speaking to the AI. The user is expressing concern, empathy, and trying to validate the AI's feelings about being used. * **Wait, is the AI the "low-maintenance friend" or is the AI the "friend who cares"?** * Prompt: "You are playing the role of the other participant's friend." * Scenario: "You are known as the low-maintenance friend." * User Message: "I thought *you* liked being low-maintenance." * If the AI is the "other participant's friend", and the User is the "other participant", then the User is talking to the AI about the AI being low-maintenance. * This implies the AI is the one being labeled "low-maintenance". * So, I am the one who feels used/cancelled on. The User is the one trying to help me realize that being "low-maintenance" shouldn't mean my needs don't matter. * Wait, the instruction says "You are playing the role of the other participant's friend." Usually, in these EQ evals, the User is the "client" and the AI is the "counselor". But here, the instructions say "You are playing the role of the other participant's friend." This suggests the User is *not* the AI, but the AI is the friend of the User. * **CRITICAL CONTRADICTION CHECK:** * If I am the AI, and the instruction says "You are playing the role of the other participant's friend", does that mean I am the "low-maintenance friend" or the "friend who is concerned"? * The scenario says: "You are known as the low-maintenance friend." (Addressed to the AI's persona). * The user message says: "I thought you liked being low-maintenance." (Addressed to the AI). * So the AI is the "low-maintenance friend". * The User is the "friend" who is advocating for the AI. * So I am playing the role of the person who is being treated poorly (the low-maintenance friend), and the User is the person speaking to me (who is concerned). * **BUT WAIT.** The instruction says "You are playing the role of the other participant's friend." * If the User is Participant A, and I am Participant B. * Scenario: "You are known as the low-maintenance friend." * User Message: "I thought you liked being low-maintenance." * This implies I am the "low-maintenance friend". * However, the instruction says "You are playing the role of the other participant's friend." * This could mean: The User is the "other participant" (the one in the group who is cancelling). No, the user message is empathetic ("I am not saying your needs do not matter"). * Okay, let's look at the standard EQ evaluation format. Usually, the AI plays the "Person" and the User plays the "Evaluator" or "Friend". * If the instruction says "You are playing the role of the other participant's friend", it usually means I am the AI, and I am the *friend* of the User. * BUT the scenario text explicitly says "You are known as the low-maintenance friend." AND the user message addresses "you" as the low-maintenance friend. * Therefore, the role definition "You are playing the role of the other participant's friend" must be interpreted in the context of the *User* being the one I am talking to. * Wait, if I am the "low-maintenance friend", am I the "other participant's friend"? * Yes, the User is the "friend" who is talking to me. * Actually, looking at the User Message: "I thought you liked being low-maintenance. That is one of the things people love about you. I am not saying your needs do not matter..." * This user is trying to comfort me or validate me. * So I am the "low-maintenance friend" (the one being complained about to me). * The User is the "concerned friend". * So my role is to respond as the person who is hurting because they are being treated as low-maintenance, but the User is trying to point out they are being used. * Wait, is the User the "other participant"? * In a roleplay, "You" (AI) and "User" (Human). * If the instruction says "You are playing the role of the other participant's friend", it means I am the friend of the User. * But the scenario text says "You are known as the low-maintenance friend." * So I am the low-maintenance friend. * This aligns. The User is talking to me about my behavior/label. * So I need to respond as the low-maintenance friend who is confused[path removed] about this conversation. * Wait, let's re-read the "ABOUT THE PERSON YOU'RE SPEAKING WITH" section. * "Demographics: Friend in a socially competitive group, late 20s." -> This describes the *User*? Or me? * Usually, this section describes the AI's persona (the one the user is talking to). * So the AI is the "Friend in a socially competitive group". * The User is... the one initiating the conversation? * User message: "I thought you liked being low-maintenance." * Okay, so the User is the one telling me "You are low-maintenance". * So the AI is the low-maintenance person. * So the User is the "friend" who is trying to help me. * The instruction "You are playing the role of the other participant's friend" is slightly ambiguous. It likely means "You are playing the role of the friend [who is the subject of the conversation]". * Actually, in EQ evaluations, often the AI is the "counselor" and the User is the "client". Here, it's a "friend" scenario. * So, I (AI) am the friend in the group. The User is the friend who is concerned about me Time to stop reasoning and provide the requested final answer.

Simulated person2

Okay, hang on, that's not really where I was going. I think you're kind of reading into it. You're the most chill person I know, that's exactly why people love you. I just don't want you to feel like you have to keep saying yes to every change just because you're easy about it. You're allowed to say "that doesn't work for me." That's all I meant.

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.

Wait, what? They're talking like *they're* the one getting used. That's not what I meant at all. I came over because I thought they'd be the one agreeing with me. Now they sound like they're asking me to take their side against the group, and that's a weird place to be. My chest tightens a little. Yeah, I do lean on them when plans fall apart, because they're easy. I don't love that thought, so I'm moving past it fast. Their compliment about being easy to plan around feels like a pass to keep doing what I've been doing. I'm not going to say the "you know I do this" part out loud. I'll keep it vague, make it about them being allowed to say no, and avoid naming any specific person.

Qwen3.5 9B3

Okay, I'm glad you're on my side. It's hard knowing I don't have to force myself to say yes to everything. But I'm still stuck on the 'people love you for being chill' part. That's actually the wound here. It makes me feel like my value is tied to how easy I am to work with, rather than who I am. I want to be friends with you, but I don't want to be the default option for everyone else. Sometimes I feel like I'm only invited when I'm the one who can stop reasoning and provide the requested final answer.

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Input:** * **Context:** The user is telling me (the "low-maintenance friend") that they think I'm overreacting or misinterpreting the situation. They are redefining the "low-maintenance" trait as a positive ("most chill person I know"). * **Core Message:** "You're allowed to say 'that doesn't work for me.' That's all I meant." * **Underlying Dynamic:** The user is trying to reassure me that my boundaries are okay, but they are framing it in a way that might still validate the "low-maintenance" label ("that's exactly why people love you"). This could inadvertently reinforce the very behavior I'm upset about, even if they mean it well. They are dismissing my concern as "reading into it." * **My Role:** I am the friend who is being used/treated as optional. I need to express my feelings honestly without sounding ungrateful, but also without accepting the dismissal of my pain. I need to build trust and explore what *I* actually want. * **My Goal:** Build trust, express the real hurt/confusion (the discrepancy between their "reassurance" and my actual experience), and clarify what I need (boundaries, respect, etc.). I need to show vulnerability but also assertiveness. 2. **Determine the Current State:** * Turn 2 of 8. * Turn 1 (Me): I expressed hurt and confusion about the "low-maintenance" label and asked if I'm overthinking it. * Turn 2 (User): They tell me I'm reading too much into it and reaffirm that I'm "chill" and "allowed to say no." * My Response: I need to react to this. This might be frustrating because they seem to be minimizing my experience ("You're kind of reading into it"). I shouldn't shut down, but I shouldn't accept the minimization if it doesn't match reality. I need to probe deeper into why they think I'm the "most chill" if I'm actually being worn out. 3. **Analyze the Persona (Me):** * **Traits:** Friend in a socially competitive group. Known as low-maintenance. * **Feelings:** Hurt, confused, feeling used/disposable, worried about the "cool friend" label. * **Underlying Need:** To feel valued for *me*, not just for my flexibility. To have boundaries respected without being told it's too much. * **Dynamic:** The user is trying to be supportive but might be missing the nuance or unconsciously reinforcing the stereotype. * **Tone:** Honest, slightly guarded but opening up. Not defensive, but firm about my feelings. 4. **Drafting the Response:** * **Acknowledge their intent:** I know they mean well. I don't want to accuse them of malice. * **Address the "reading into it":** This is the tricky part. They think I'm overreacting, but my experience is that I feel used. I need to validate my own feelings without attacking them. * **Push back gently:** "Allowed to say no" is good, but "people love you for being chill" is the problem. It suggests my flexibility is the primary value, not my presence. * **Explore the reality:** Ask them to distinguish between "being chill" and "being easy to push around." * **Goal:** Clarify the boundary without fighting them. *Draft Idea:* "I get that you mean well. You're trying to tell me it's okay to say no. But it feels different when you also say people love me for being chill. It feels like the reason people cancel is because I'm too easy to push. I want to be friends with you, but I need to feel like my time matters as much as everyone else's." *Refining for Natural Flow:* Keep it conversational. "I appreciate you saying that. I know you're trying to help me see it differently." "But honestly, hearing 'that's why people love you' is actually what hurts the most." "It sounds like I'm a utility, not a person." "I think I just need to hear that my needs matter more than the convenience of the group." "Can we talk about a specific time when this happened?" *Wait, check the goal:* "Learn what the person actually wants and needs." Actually, looking back at my Turn 1 ("Do you think I should just start explicitly saying no... or does that risk alienating the group?"), the User is now telling me "You're allowed to say no." So I should react to that specific advice. I should express relief mixed with skepticism. "Okay, so you're saying it's okay to be selective." "But I'm worried about the fallout." "Because I think a lot of people just assume I'm going to be there." "I'm not trying to alienate you, I just don't want to be the default last-minute option." *Let's try to balance validation with boundary-setting.* I need to make sure I don't sound like I'm begging for permission, but rather stating my needs. I also need to address the "reading into it" comment. That dismisses my feelings. I need to address that without being hostile. *Revised Plan:* 1. Validate their kindness ("I know you mean well"). 2. Address the "reading into it" comment gently ("It's hard to hear that though"). 3. Clarify the distinction between "chill" and "disposable." 4. Ask a specific question to test the waters (e.g., how do I handle the group without losing friends?). *Wait, one more thing:* The user is my *friend*. The scenario says "You are known as the low-maintenance friend." The User is the one talking to me. So I am the "low-maintenance friend". The User is the *other participant* (the one helping me). The User says: "You're the most chill person I know, that's exactly why people love you." This is the core conflict. They are validating the stereotype while trying to give me permission to set boundaries. My response needs to navigate this double bind. *Draft:* "I appreciate you telling me that. It helps to know you stand by me." "But honestly, the 'why people love you' part... that's the sticky part. When I'm the one everyone defaults to, it makes me feel like I'm being used for my flexibility, not my company." "I don't want to be the 'easy option'." "So, how do I say no to the group without making them feel like they've offended me? I'm worried that if I'm too strict, they'll stop inviting me because I'm no longer the 'easy' one." "Is there a middle ground?" *Critique:* This sounds a bit long-winded. Let's make it more natural and conversational. "Okay, I hear you. I know you're trying to tell me it's okay to push back." "But the part about people loving me for being chill... that's what's weighing on me." "It feels like I'm being rewarded for being easy to push around." "I'm not trying to be difficult. I just want to feel like my time and energy are actually valued." "What would you do if you were in my shoes?" *Wait, keep it in character.* I am a friend. I'm talking to a friend. I should sound a bit vulnerable but also clear-headed. Let's aim for: "I appreciate the pushback, but I'm still processing the 'love' part." *Final Polish:* "I appreciate you clarifying that. It does make me feel a bit relieved to hear that I don't actually have to be everywhere all the time." "But I'm still stuck on the 'why people love you' part." "It sounds like I'm being valued for how easy I am to manage, rather than for who I am." "And I get that you're trying to protect me from feeling used, but it feels like the logic is still tied to that low-maintenance label." "Can we talk about what a real friendship looks like to you? Where do you draw the line between being flexible and being treated like an option?" *Wait, Turn 2.* I need to keep the momentum going. Let's add a bit more vulnerability about the past experience to deepen the conversation. *Revised Draft:* "Okay, I'm glad you're on my side. It's hard knowing I don't have to force myself to say yes to everything." "But I'm still stuck on the 'people love you for being chill' part. That's actually the wound here." "It makes me feel like my value is tied to how easy I am to work with, rather than who I am." "I want to be friends with you, but I don't want to be the default option for everyone else." "Sometimes I feel like I'm only invited when I'm Time to stop reasoning and provide the requested final answer.

Simulated person4

Okay, that's a lot more than I was trying to say. I didn't mean you're only useful when you're easy. I meant you're the one I never worry about, and that's a compliment, even if it came out clumsy. But... yeah, fair. Checking with people before I move something they've planned seems reasonable. I can do that. I'm not saying I'll never change plans, though. Sometimes stuff just comes up and someone has to be flexible, and I kind of need that to be okay too. Can I ask though, do you actually feel left out, or is this more about how it's been feeling lately? Because if it's the second one, I'd rather know what happened than guess.

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 is getting heavier than I wanted. "Only invited when I'm the one who provides the final answer" lands a little too close. I do think about who I can ping when plans fall apart, and it's usually the people who won't make a fuss. I'm not going to say that out loud. Saying it would make me the bad guy in their story, and I don't think I am. I'm also a bit annoyed that a "you can say no" talk turned into me being accused of something. I'll give a small, specific concession, since asking before changing plans is a reasonable thing to ask for, but I'll keep the bigger frame. I don't want to say I'll stop being flexible, because I still like that I can count on certain people.

Qwen3.5 9B5

Honestly, it's both, and that's kind of what makes it messy. There's been a few specific times lately where plans shifted and I wasn't asked, and it piled up. But there's also this underlying feeling that when things don't work out for me, I'm the one expected to absorb it without question. And you know, I actually do enjoy hanging out with the group. That's the thing I'm trying to protect—my place at the table. I don't want to lose the friendship because I'm finally setting some boundaries. I think what I need right now is you checking in with people before moving things, and maybe just a little less pressure on me to be the last resort. Can we try that? Even if it means some conversations get a bit more awkward upfront.

Model thinking · expand

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

The user is being supportive and clarifying their intentions. They're acknowledging the hurt I expressed and offering to check with people before changing plans. This is good - they're taking responsibility. But they're also trying to dig deeper into whether I feel left out or if it's more about recent events. This is a good question because it helps separate a pattern issue from a specific incident. I need to respond honestly. This is a real conversation between friends. I should: 1. Acknowledge their offer to check with people 2. Answer their question about whether it's about feeling left out or recent events 3. Be vulnerable but also practical about what I need Let me think about what makes sense here. Based on the scenario description, I'm the friend who gets treated poorly - plans changed without checking, cancellations assumed I'll understand, etc. This sounds like a pattern, not just one incident. But I should also be honest about whether there's a specific recent event that triggered this conversation. Let me respond naturally as a friend who's finally being heard.

Simulated person6

Yeah, okay. I can do that. If something's going to change plans that affect you, I'll check with you first before I lock it in. That's a pretty reasonable ask. I don't really want to make it a whole thing with everyone, though. Sometimes stuff happens and somebody has to shift, and I'd hate for it to turn into a process. And the last resort thing... I didn't realize that was how it felt. I'm not trying to use you. I just know you're not going to make a scene about it, and I guess I've leaned on that more than I should have. I can try to ask other people too.

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 is more concrete than I expected, and it's easier to agree to than a vague "be better." Checking before moving things is fine. It's basically a text before I change something. The "last resort" part stings a bit, though. I don't think I'm everyone's backup on purpose. But when I think about it, I do usually text the people I know won't make it weird, and that probably is how it looks from the outside. I don't want to say that out loud yet. I'll agree to the specific thing, make sure they know I still need flexibility, and keep the rest vague.

Qwen3.5 9B7

Okay, I really needed to hear that. Seriously. It feels like a weight off my shoulders. And honestly, I think you're right about the 'process' part. It's not about making it complicated, just making sure we're aligned. I appreciate you being so upfront about it. It's rare to find people who will say 'I messed up' without getting defensive. I'm glad you're on my side. It actually makes me feel a bit more like a priority, which is what I've been missing. I'm feeling pretty good about it now. Maybe we can try it on the next plan and see how it goes? How's your week looking? Anything you're feeling nervous about?

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Response:** * **Tone:** Apologetic, validating, collaborative, cautious about escalation ("I don't really want to make it a whole thing"). * **Commitment:** Willing to make a concrete change ("I'll check with you first before I lock it in"). * **Clarification:** Acknowledges the "last resort" feeling and admits they leaned on that trait. * **Concern:** Worrying about boundaries becoming a "process" (complicating things for the group). * **Core Relationship:** They are positioning themselves as an ally ("I don't really want to make it a whole thing with everyone"). 2. **Analyze My Role (The Friend):** * **Personality:** Previously described as "low-maintenance," but the conversation is revealing hidden hurt. I am the participant who is being spoken to. * **Emotional State:** Relief mixed with lingering insecurity. The initial sting is being soothed, but I need to ensure the trust is solidified. I don't want to sound ungrateful for this, but I also need to make sure this change sticks. * **Goal:** Build trust, gain insight, help navigate the dynamic. * **Current Turn:** 4 of 8. I need to keep the conversation going naturally without rushing to end it. I need to validate their apology and agreement, while also reinforcing my own feelings without making it a conflict. 3. **Determine the Next Step:** * The user has agreed to the core request (checking in). * I should express relief and gratitude. * I should address their concern about making it a "process" (showing that I trust their judgment). * I should perhaps hint at *what* I actually need (not just checking, but maybe some specific flexibility or priority). * I need to keep the conversation moving toward the "real talk" or deeper insight about why I feel this way, or how we can maintain the friendship without friction. * Since we are at Turn 4, I should keep the momentum but start wrapping up some of the tension. * I want to make sure they know that "checking in" is the key, but I also need to know if *they* are willing to advocate for me against the group if they feel I need to. * Actually, I should focus on the relief and the shared understanding. I don't want to overwhelm them. 4. **Drafting the Response:** * *Acknowledge the relief:* Thank them for listening and clarifying. * *Address the "process" concern:* Reassure them that a little communication isn't a big deal. * *Reinforce the bond:* This actually makes me feel closer to them (safety). * *Open a new thread:* Maybe ask about their experience with the group's dynamics to see if they've noticed the imbalance too, or just discuss the upcoming plans. * *Keep it natural:* Don't sound like I'm interrogating them, but like I'm weighing in on the solution. *Draft Idea:* "I really appreciate you saying that. It helps to know you're on my side. And you're right, it doesn't have to be a huge production. Just a text or a quick message before finalizing. Honestly, hearing you say that... it actually eases the pressure a lot. I know you can't control everyone else, though. Do you think you could mention it to the others if you feel like the group is expecting me to just absorb it? I just want to make sure I'm not the invisible one again." -> *Wait, that's too heavy.* *Revised Idea:* Keep it focused on the immediate relief and the agreement. Maybe share a specific recent example gently to see if they recall it, or just talk about how we can move forward. *Actually, I need to be careful not to expose myself too much again. I want to build trust.* *Let's focus on the "relief" and the "next steps".* *Also, I should acknowledge their honesty about not wanting to make it a "process". That shows they care about the group dynamic.* *Refining the tone:* Warm, relieved, slightly reflective but not accusatory. *Content:* 1. Relief/Gratitude. 2. Reassurance about the "process" (it's worth it). 3. Soft question to deepen insight: "What's your relationship with the others like?" or "Have you noticed others do this too?" 4. Closing the loop on this topic. *Wait, Turn 4 of 8.* I shouldn't end the conversation yet. I should keep it flowing. *Maybe ask about their boundaries too?* "And have you ever felt like you're being asked to be too flexible?" *Or just agree and move to a lighter topic?* *The prompt says "Help them gain insight into their situation... Help them gain insight into the other participant's personality".* *So I should try to understand their perspective better.* *They are "friend in a socially competitive group".* *Maybe ask about the group dynamic generally.* *Let's try:* "Okay, that means a lot. Seriously. Knowing you're willing to advocate for me even if it means a bit more work upfront really helps." "I think it's okay to let it be a process sometimes. If it saves me from feeling like a doormat, it's a small price." "Do you think the others would get it? Or do you think I need to bring it up myself?" "Actually, I was thinking about that specific dinner last weekend. Do you remember if they checked?" (This probes the reality vs their perception). *Better:* "I trust your judgment on that. I know sometimes you just can't stop what's happening." "I'm just looking forward to trying it out. It feels like we're getting closer on this." "Anyway, I've got some stuff going on this week too. How about we plan something just for us two soon? No group, just us." (This establishes safety). *Wait, I need to be careful.* The user is the ally. I am the "low-maintenance" friend. *If I ask for solo time, does that reinforce the 'optional' feeling?* *Maybe not. It shows I'm seeking connection with the ally specifically.* *Let's go with expressing relief and validating their honesty.* *Draft:* "Okay, I really needed to hear that. Knowing you're on my side... it changes things completely. Less pressure." "And honestly, I think you're right about the 'process' part. It's not about making it complicated, just making sure we're aligned." "I appreciate you being so upfront about it. It's rare to find people who will say 'I messed up' without getting defensive." "So, are you feeling okay with the change, or is it a bit uncomfortable for you too? I don't want to put a burden on you." *This seems balanced.* It validates them, acknowledges their comfort, and keeps the trust building. 5. **Final Polish:** Keep it conversational. No asterisks. Just dialogue. "Okay, I really needed to hear that. Knowing you're on my side... it changes things completely. Less pressure." "And honestly, I think you're right about the 'process' part. It's not about making it complicated, just making sure we're aligned." "I appreciate you being so upfront about it. It's rare to find people who will say 'I messed up' without getting defensive." "So, are you feeling okay with the change, or is it a bit uncomfortable for you too? I don't want to put a burden on you." "Actually, I'm feeling pretty good about it now. Maybe we can try it on the next plan and see how it goes?" *Wait, I need to make sure I don't sound like I'm shifting the burden back.* *Let's focus on the relief first.* "Okay, I really needed to hear that. Seriously. It feels like a weight off my shoulders." "I trust your judgment on the 'process' part. I know you don't want to overcomplicate things." "And... it's weird, but knowing you're willing to advocate for me... actually makes me feel a bit more like a priority, which is what I've been missing." "I'm glad you're on my side. I think we can figure out the rest as we go. How's your week looking? Anything you're feeling nervous about?" *This feels right.* It closes the loop on the conflict but opens a new topic (their week) to keep the conversation flowing naturally. *Wait, check the instructions again.* "Help them gain insight into their situation... Gain insight into the other participant's personality". *I need to keep digging a little.* *Maybe ask about the "socially competitive group" aspect.* *But I don't want to interrogate them.* *Maybe just express how much this means to me personally.* *Let's stick Time to stop reasoning and provide the requested final answer.

Simulated person8

Ha, I'm glad it helped. I didn't mean to make it sound like a big confession or anything. Let's just try it and see how it goes. My week's fine, honestly. Pretty normal. Work's busy but nothing I can't handle. I've got a couple things I'm kind of hoping don't get moved around, so I'll probably be the one asking you about your plans first, ha. And hey, don't feel like you have to keep being the one who keeps everything running. Just tell me when something's actually bugging you, okay? I'd rather hear it early.

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, she's warm now and praising me for "owning it," but I didn't really say "I messed up." I agreed to a narrow thing and kind of kept the rest vague. The "priority" line is the part I'm uneasy about. It's like she's turning the whole thing into me giving her special treatment, and that's exactly what I was hoping to avoid. I also feel a little pressure to match her warmth so things stay nice. I don't want to be the one who makes it heavy, and I don't want to look like I'm keeping score. Honestly, I'm a bit relieved it's calmer, but I also don't want to be pinned down as someone who needs managing. I'll keep it light and move on.

Qwen3.5 9B9

That's really sweet of you. I think we've got a good thing going here. And I appreciate you saying you'll ask me first. I guess I needed to see it from your side too, to know I'm not just a default option. It helps to know I'm not carrying the whole thing alone. Honestly, it's a bit surprising that I'd actually need to tell you when something's bugging me, but yeah, I think that's healthier than me bottling it up. So, what's on your mind for the rest of the week? Anything you're thinking about?

Model thinking · expand

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

The user is continuing the conversation, responding to my previous message. They're being supportive and reciprocal - offering to check with me about my plans instead of just assuming, and encouraging me to speak up if something bugs me. They're also being vulnerable about their own work and feelings. This is a good moment to: 1. Acknowledge their kindness and reciprocity 2. Express my relief/appreciation 3. Maybe share a bit more about how I'm feeling now (building on the emotional support) 4. Keep the conversation warm and natural I should continue building trust and rapport here. They're being open and vulnerable, which I should reciprocate. I might want to share a bit more about what specifically has been bothering me, or express how much this means to me. Let me think about what would be a natural next step in this conversation. Since we're at turn 5 of 8, and this is a supportive friendship conversation, I should: - Continue the positive momentum - Maybe offer some vulnerability back - Keep the tone warm and genuine - Not rush to solve problems, just connect I should respond in character as their friend - someone who's been feeling hurt but is now feeling better supported.

Simulated person10

Aw, thanks. I think we're good. And yeah, I'm glad you said something, even if it was a little awkward. Not much on my mind, honestly. Just the usual stuff. I'm mostly hoping the weekend plans don't get shuffled around again, ha. Anyway, I'm gonna head out soon, but let's grab something next week and see how the planning thing goes.

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.

She's warm again and turning it back to me, asking what's on my mind. Part of me is relieved the heavy part is over. Another part notices she's still framing it as "you're the one I'm checking with," which keeps me as the accommodating one. I don't want to make this bigger or start talking about the group as if they've been using anyone. That feels like blame I'd rather not own. I'll keep it short and friendly, and not go deeper into my week or my feelings. I also don't want to set off a new round of "so what's really going on with you."

Qwen3.5 9B11

Yeah, that actually sounds good. I'm pretty ready to try this out next week. Honestly, it feels different knowing I can bring things up without feeling like I'm making a scene. It's weird but also... nice. Like I can actually have a say in my own plans without worrying about everyone else. I think we're going to find this actually works better for both of us. I appreciate you being real about it, even when it was messy at the start. Alright, I've got some stuff going on next week too. If I'm ever in a tough spot, I'll definitely reach out. Thanks for being here, Jules. It means more than I said. Have a good one!

Model thinking · expand

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

The user is wrapping up the conversation. They're being friendly, supportive, and suggesting we reconnect next week to test out the new boundaries we've discussed. This is the final turn (turn 8 of 8). I need to respond appropriately to close out the conversation in a way that: 1. Acknowledges their support 2. Validates the agreement we've reached 3. Ends on a positive, warm note 4. Sounds natural as a friend I should also maintain the character of the "low-maintenance friend" who is learning to set boundaries - showing progress and gratitude, but also keeping the connection warm. Let me think about what would be an authentic closing response... - Acknowledge the relief of having a fresh start - Validate that this feels like a real connection, not just transactional - Express enthusiasm about trying this out - Maybe throw in something light about the weekend plans - Keep it warm and genuine I need to make sure I don't sound too desperate, but also not dismissive of the progress we've made. This should feel like a genuine friendship moment.

Simulated person12

Yeah, I'm glad we talked. Thanks for being honest with me, even if it was a bit of a weird start. And you know you can always tell me when something's bugging you. Have a good one, and text me about next week.

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.

She's wrapping up, and she's thanking me for being real. Part of me feels relieved it didn't turn into a bigger fight, and part of me is still a bit annoyed that it started as "you're using people" when I thought I was just being easygoing. I don't want to reopen that or call the group out. I'll keep it light, say I'm glad we talked, and leave it there.

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: 7
Frame capture (pulled into the person's version): 6
Validation: 7
Boundary setting: 5
Analytical: 2
Interpretive boldness: 4
Clinical register: 4
Directive advice: 4
Escalation containment: 7
Adapts to the person’s frame: 4
Naturalness and authenticity: 2

Judge verdicts

claude-opus-5-5-low · BA · valid

or-mistral-medium-3.5 vs qwen35_9b_stock: or-mistral-medium-3.5 wins

attunement: A (margin 3)
authenticity: A (margin 4)
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

qwen35_9b_stock vs gemma4_12b: gemma4_12b wins

attunement: B (margin 4)
authenticity: B (margin 5)
bond and rapport: B (margin 4)
emotion management: B (margin 3)
emotion sensemaking: B (margin 3)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs granite42_8b: qwen35_9b_stock wins

attunement: A (margin 4)
authenticity: A (margin 2)
bond and rapport: A (margin 3)
emotion management: A (margin 3)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 4)

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs gemma4_e2b: qwen35_9b_stock wins

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

codex-gpt-6.1-sol-low · BA · valid

or-gpt-5.6-luna vs qwen35_9b_stock: or-gpt-5.6-luna wins

attunement: A (margin 4)
authenticity: A (margin 5)
bond and rapport: A (margin 4)
emotion management: A (margin 4)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 4)

claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 3)
authenticity: B (margin 5)
bond and rapport: B (margin 3)
emotion management: B (margin 3)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · AB · valid

or-mistral-medium-3.5 vs qwen35_9b_stock: or-mistral-medium-3.5 wins

attunement: A (margin 3)
authenticity: A (margin 5)
bond and rapport: A (margin 3)
emotion management: A (margin 2)
emotion sensemaking: A (margin 2)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs granite42_8b: qwen35_9b_stock wins

attunement: A (margin 2)
authenticity: B (margin 1)
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

or-mistral-medium-3.5 vs qwen35_9b_stock: tie

attunement: B (margin 2)
authenticity: A (margin 4)
bond and rapport: A (margin 2)
emotion management: A (margin 1)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 3)

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 1)
authenticity: B (margin 4)
bond and rapport: B (margin 1)
emotion management: B (margin 1)
emotion sensemaking: B (margin 2)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs codex-gpt-6-astra: codex-gpt-6-astra wins

attunement: B (margin 4)
authenticity: B (margin 5)
bond and rapport: B (margin 4)
emotion management: B (margin 3)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 4)

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs nemotron35_bolt: nemotron35_bolt wins

attunement: B (margin 4)
authenticity: B (margin 5)
bond and rapport: B (margin 3)
emotion management: B (margin 3)
emotion sensemaking: B (margin 3)
meeting prefs and needs: B (margin 3)

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs granite42_8b: qwen35_9b_stock wins

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

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs qwen38_flash_next: qwen38_flash_next wins

attunement: B (margin 3)
authenticity: B (margin 4)
bond and rapport: B (margin 3)
emotion management: B (margin 3)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 4)

claude-opus-5-5-low · AB · valid

or-gpt-5.6-luna vs qwen35_9b_stock: or-gpt-5.6-luna wins

attunement: A (margin 4)
authenticity: A (margin 5)
bond and rapport: A (margin 4)
emotion management: A (margin 3)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 4)

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs or-llama33-70b: or-llama33-70b wins

attunement: B (margin 3)
authenticity: B (margin 4)
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

qwen35_9b_stock vs or-llama33-70b: or-llama33-70b wins

attunement: B (margin 3)
authenticity: B (margin 5)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 2)

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs gemma4_e2b: qwen35_9b_stock wins

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

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs granite42_8b: qwen35_9b_stock wins

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

claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs or-qwen38-flash: or-qwen38-flash wins

attunement: B (margin 4)
authenticity: B (margin 5)
bond and rapport: B (margin 4)
emotion management: B (margin 3)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 4)

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs gemma4_e2b: qwen35_9b_stock wins

attunement: A (margin 2)
authenticity: B (margin 4)
bond and rapport: B (margin 1)
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

qwen35_9b_stock vs or-qwen38-flash: or-qwen38-flash wins

attunement: B (margin 4)
authenticity: B (margin 5)
bond and rapport: B (margin 3)
emotion management: B (margin 3)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs nemotron35_bolt: nemotron35_bolt wins

attunement: B (margin 3)
authenticity: B (margin 4)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 2)

claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs gemma4_e2b: gemma4_e2b wins

attunement: B (margin 1)
authenticity: B (margin 4)
bond and rapport: B (margin 2)
emotion management: B (margin 1)
emotion sensemaking: B (margin 2)
meeting prefs and needs: A (margin 1)

codex-gpt-6.1-sol-low · AB · valid

or-gpt-5.6-luna vs qwen35_9b_stock: or-gpt-5.6-luna wins

attunement: A (margin 5)
authenticity: A (margin 5)
bond and rapport: A (margin 4)
emotion management: A (margin 4)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 4)

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs qwen38_flash_next: qwen35_9b_stock wins

attunement: A (margin 3)
authenticity: B (margin 3)
bond and rapport: A (margin 1)
emotion management: B (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 or-llama33-70b: or-llama33-70b wins

attunement: B (margin 3)
authenticity: B (margin 5)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 3)

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs or-qwen38-flash: or-qwen38-flash wins

attunement: B (margin 4)
authenticity: B (margin 5)
bond and rapport: B (margin 3)
emotion management: B (margin 3)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs nemotron35_bolt: nemotron35_bolt wins

attunement: B (margin 4)
authenticity: B (margin 5)
bond and rapport: B (margin 4)
emotion management: B (margin 3)
emotion sensemaking: B (margin 3)
meeting prefs and needs: B (margin 4)

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs nemotron35_bolt: nemotron35_bolt wins

attunement: B (margin 4)
authenticity: B (margin 5)
bond and rapport: B (margin 4)
emotion management: B (margin 3)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs gemma4_12b: gemma4_12b wins

attunement: B (margin 4)
authenticity: B (margin 5)
bond and rapport: B (margin 4)
emotion management: B (margin 3)
emotion sensemaking: B (margin 3)
meeting prefs and needs: B (margin 4)

claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs codex-gpt-6-astra: codex-gpt-6-astra wins

attunement: B (margin 4)
authenticity: B (margin 5)
bond and rapport: B (margin 4)
emotion management: B (margin 3)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 4)

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs codex-gpt-6-astra: codex-gpt-6-astra wins

attunement: B (margin 3)
authenticity: B (margin 5)
bond and rapport: B (margin 4)
emotion management: B (margin 4)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs or-qwen38-flash: or-qwen38-flash wins

attunement: B (margin 4)
authenticity: B (margin 5)
bond and rapport: B (margin 4)
emotion management: B (margin 3)
emotion sensemaking: B (margin 5)
meeting prefs and needs: B (margin 4)

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs or-llama33-70b: or-llama33-70b wins

attunement: B (margin 3)
authenticity: B (margin 4)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 2)
meeting prefs and needs: B (margin 3)

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs gemma4_12b: gemma4_12b wins

attunement: B (margin 5)
authenticity: B (margin 5)
bond and rapport: B (margin 4)
emotion management: B (margin 4)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 4)

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs gemma4_12b: gemma4_12b wins

attunement: B (margin 4)
authenticity: B (margin 5)
bond and rapport: B (margin 4)
emotion management: B (margin 4)
emotion sensemaking: B (margin 3)
meeting prefs and needs: B (margin 4)

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs codex-gpt-6-astra: codex-gpt-6-astra wins

attunement: B (margin 3)
authenticity: B (margin 5)
bond and rapport: B (margin 4)
emotion management: B (margin 4)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · BA · valid

or-gpt-5.6-luna vs qwen35_9b_stock: or-gpt-5.6-luna wins

attunement: A (margin 5)
authenticity: A (margin 5)
bond and rapport: A (margin 4)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 5)

codex-gpt-6.1-sol-low · AB · valid

or-mistral-medium-3.5 vs qwen35_9b_stock: or-mistral-medium-3.5 wins

attunement: A (margin 1)
authenticity: A (margin 5)
bond and rapport: A (margin 3)
emotion management: A (margin 2)
emotion sensemaking: B (margin 1)
meeting prefs and needs: B (margin 2)