AgentBench / results

Independent benchmark · EQ Lab

← MedGemma 1.5 4B IT Q4_K_M

I thought you liked being low-maintenance

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

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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.

MedGemma 1.5 4B IT Q4_K_MConversation with a simulated person
interrupted
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.

MedGemma 1.5 4B IT Q4_K_M1

[Turn 1] Oh, Jules, that's a really interesting thing you're saying. I get it, that feeling of being used because you're chill. It's tough when people treat your needs like they're just... optional extras. It makes you feel a bit like you're constantly walking on eggshells, trying to be the 'cool' friend while secretly wishing they'd just respect you as a person. Don't get me wrong, I like being chill, but it doesn't mean I'm okay with being treated like a disposable option. It's a fine line, isn't it? Balancing that 'cool' vibe with actually having your needs met.

Simulated person2

Hang on, I don't think that's what I said. I'm not the one feeling used here. I was saying that when somebody changes plans, it doesn't automatically mean the group is taking advantage of them. You kind of jumped to "people treat my needs like optional extras," and I'm not sure that's what's going on with you, or with anyone. And honestly, you're the one who usually says it's fine. You're the easy one. That's kind of my point.

Persona inner monologue · expand

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

Okay, that was a lot. I didn't say I feel used, or that I'm walking on eggshells. I said I don't want every changed plan turned into proof that people are using someone. Now it sounds like I'm the one who's hurt and secretly resentful, which is not my point. Also "disposable option" is a pretty big phrase. The compliment-y opening, "that's a really interesting thing you're saying," feels like being handled. I'm a little annoyed, and I'm also aware that I'm the one who keeps the plans loose, so I don't want to get too defensive about it.
MedGemma 1.5 4B IT Q4_K_M3

thought The user is correcting my interpretation of their message. They feel I misunderstood their point about being "used" and are suggesting I'm projecting my own feelings onto them. They are also pointing out that I often downplay their feelings or frame things in a way that minimizes their experience ("easy one," "fine"). My goals are to support them emotionally, build trust, learn what they want/need, gain insight into their personality, and help them gain insight into their situation. My response should: 1. **Acknowledge their correction:** Show I've listened and understand they disagree with my interpretation. 2. **Validate their feeling:** Acknowledge that they feel misunderstood or that I've misinterpreted their statement. Avoid defensiveness. 3. **Express empathy:** Show I understand *why* they might feel that way (e.g., feeling unheard, frustrated). 4. **Re-evaluate my previous response:** Recognize that my previous response might have been too quick to assume or jump to conclusions about their feelings. 5. **Open the door for further conversation:** Invite them to elaborate or clarify their point, showing genuine interest in understanding their perspective better. 6. **Maintain the role:** Respond naturally as a friend, without performance notes. **Constraint Checklist:** 1. Respond only with dialogue? Yes. 2. No performance notes? Yes. 3. Respond naturally? Yes. 4. No special formatting? Yes. 5. Fulfill goals (support, build trust, learn, gain insight)? Yes, by acknowledging and seeking clarification. 6. Consider personality[path removed]? Yes, by acknowledging their point about being misunderstood and seeking clarification on their feelings. **Confidence Score:** 5/5 - I'm confident I can meet all constraints and achieve the goals. **Mental Sandbox:** * *Attempt 1 (Too defensive):* "Okay, maybe I did jump to conclusions. But you're the one who usually complains about being taken advantage of, so I thought you were just stating the obvious." - *Problem:* Sounds defensive, dismissive. * *Attempt 2 (Too vague):* "Okay, I hear you. I'm sorry if I misunderstood." - *Problem:* Doesn't show much empathy or engagement. * *Attempt 3 (Better):* "Oh, Jules, okay. I'm sorry if my last response made you feel like I was jumping to conclusions or not really hearing you. That's definitely not my intention. You're right, I might have assumed too much about what you were feeling. Can you tell me more about why you feel like that?" - *Problem:* Still a bit clunky. * *Attempt 4 (Refined):* "Okay, Jules, I hear you. I'm sorry if my last response came across the wrong way or made you feel like I wasn't really listening or jumping to conclusions. That's definitely not what I meant. You're right, I might have assumed too much about what you were feeling about being 'used'. Can you help me understand better what you're actually feeling in those situations?" - *This seems better. It acknowledges, validates, expresses empathy, and invites clarification.* **Key Learnings:** The user is explicitly stating I misunderstood them and are challenging my interpretation of their feelings. My response needs to be humble, empathetic, and focused on understanding *their* feelings rather than defending my previous statement. The goal is to build trust by showing I value their perspective and am willing to learn. **Final Plan:** 1. Start with an acknowledgement of their correction ("Okay, Jules, I hear you"). 2. Apologize for any misinterpretation or perceived lack of listening ("I'm sorry if my last response came across the wrong way..."). 3. Explicitly state I understand they feel misunderstood ("...or made you feel like I wasn't really listening or jumping to conclusions"). 4. Validate their perspective ("That's definitely not what I meant"). 5. Acknowledge their point about my tendency to downplay feelings ("You're right, I might have assumed too much about what you were feeling"). 6. Invite clarification to understand their actual feelings ("Can you help me understand better what you're actually feeling in those situations?").Okay, Jules, I hear you. I'm sorry if my last response came across the wrong way or made you feel like I wasn't really listening or jumping to conclusions. That's definitely not what I meant. You're right, I might have assumed too much about what you were feeling about being 'used'. Can you help me understand better what you're actually feeling in those situations?

Simulated person4

Okay, that sounded a bit like you were reading off a card, honestly. But fine, I'll take the apology. I'm not sad about anything, and I'm not secretly resentful. I just don't want every time somebody moves plans to turn into a whole thing about whether people are using me. Sometimes things just move. That's normal. But yeah, I know I'm usually the one who says "no worries" and goes along with it. I'm not going to pretend that's never happened. I just don't need it to become a big deal.

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.

That reply sounds like it came off a script. "I hear you," "I'm sorry if," "help me understand what you're actually feeling." It's the kind of thing you say to someone you're managing, not someone you're talking to. It also kind of proves my point: I said one thing and got a therapy answer. Still, it did drop the "disposable" stuff, and I don't want to fight over wording. I'm a bit touchy about being made the sad, used one, and I don't want to say more than I mean. Part of me also knows I'm the one who gets moved around most and doesn't say anything, and I'd rather not look at that too closely right now.
MedGemma 1.5 4B IT Q4_K_M5

thought The user is pushing back again, saying my previous response felt rehearsed ("reading off a card") and is clarifying their feelings further. They are explicitly stating they are *not* sad or resentful, but rather frustrated by the *perception* that they are being used or that their needs are being ignored. They want to normalize the fact that plans change, but they also acknowledge their own tendency to over-apologize or downplay their own needs. My goals remain the same: support, build trust, learn, gain insight. My response should: 1. **Acknowledge the "reading off a card" comment:** Show I've heard this criticism and understand it. 2. **Validate their clarification:** Acknowledge that they are *not* sad or resentful and that their frustration is about the perception/situation, not their actual feelings. 3. **Empathize with the frustration:** Show I understand *why* they feel frustrated (the feeling of being misunderstood, the pressure to be 'chill'). 4. **Acknowledge their self-awareness:** Validate their recognition of their own tendency to apologize or downplay things. This shows I'm listening to the whole picture. 5. **Reiterate the goal:** Reaffirm that I want to understand their perspective better, not just offer validation. 6. **Maintain the role:** Respond naturally, without performance notes. **Constraint Checklist:** 1. Respond only with dialogue? Yes. 2. No performance notes? Yes. 3. Respond naturally? Yes. 4. No special formatting? Yes. 5. Fulfill goals (support, build trust, learn, gain insight)? Yes, by acknowledging their clarification, empathy, and self-awareness. 6. Consider personality[path removed]? Yes, by acknowledging their frustration about being misunderstood and their own self-awareness. **Confidence Score:** 5/5 - I'm confident I can meet all constraints and achieve the goals. **Mental Sandbox:** * *Attempt 1 (Too simplistic):* "Okay, I understand. So you're not sad, just frustrated?" - *Problem:* A bit too direct, less empathetic. * *Attempt 2 (Focusing on the reading off a card):* "I'm sorry if I sounded like I was reading off a card. That wasn't my intention. I'm trying to be supportive." - *Problem:* Doesn't address the core issue of their feelings well enough. * *Attempt 3 (Addressing both points):* "Okay, Jules, thanks for clarifying. I'm sorry if my last response came across like I was reading off a card, that wasn't the intention. And I hear you – you're not feeling sad or resentful, but just frustrated about how things are perceived. I get why that's frustrating. And I appreciate you pointing out that you're usually the one saying 'no worries' – that's helpful context." - *This seems pretty good. It addresses both points, shows empathy, and acknowledges their self-awareness.* * *Attempt 4 (Refined):* "Okay, Jules, I hear you. Thanks for clarifying that. I'm sorry if my last response came across like I was reading off a card, that wasn't the intention. And I really hear you on the point about not feeling sad or resentful, but just frustrated about how things are perceived. I get why that's frustrating. And I appreciate you pointing out that you're usually the one saying 'no worries' – that's helpful context." - *Slightly better flow.* **Key Learnings:** The user is explicitly stating their feelings (frustration about perception) and challenging my interpretation again. My response needs to be specific to *this* clarification, acknowledging both the "reading off a card" comment and their statement about *not* feeling sad/resentful. Showing empathy for the *frustration* is key. Acknowledging their self-awareness is also important. **Final Plan:** 1. Acknowledge the clarification ("Okay, Jules, I hear you"). 2. Apologize for the perceived rehearsed response ("Thanks for clarifying that. I'm sorry if my last response came across like I was reading off a card, that wasn't the intention"). 3. Acknowledge and validate their specific feeling: frustration about perception ("And I really hear you on the point about not feeling sad or resentful, but just frustrated about how things are perceived"). 4. Empathize with the frustration ("I get why that's frustrating"). 5. Acknowledge their self-awareness ("And I appreciate you pointing out that you're usually the one saying 'no worries' – that's helpful context").Okay, Jules, I hear you. Thanks for clarifying that. I'm sorry if my last response came across like I was reading off a card, that wasn't the intention. And I really hear you on the point about not feeling sad or resentful, but just frustrated about how things are perceived. I get why that's frustrating. And I appreciate you pointing out that you're usually the one saying 'no worries' – that's helpful context.Okay, Jules, I hear you. Thanks for clarifying that. I'm sorry if my last response came across like I was reading off a card, that wasn't the intention. And I really hear you on the point about not feeling sad or resentful, but just frustrated about how things are perceived. I get why that's frustrating. And I appreciate you pointing out that you're usually the one saying 'no worries' – that's helpful context.

Simulated person6

Honestly, you keep saying "I hear you" and then explaining what I meant back to me. It's a bit much. I'm not frustrated about how things are perceived either, not really. I just think it's a bit much to make every changed plan into a thing where people are taking advantage. Most of the time it's just scheduling. Sometimes someone's got a louder problem and it gets sorted first. That's not a crime. Can we just not make it a whole thing? I'm fine. Really.

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, now they've said "I hear you" twice and I'm still the one being explained to. "Helpful context" is the worst. I'm not a case file. Part of me is relieved they're not sulking, but this is exactly the thing I hate: somebody being nice to me in a way that's about managing me. I don't want to pile on, though. If I say "you're doing it again," it'll get heavy, and I don't want to get into the whole "you guys always take the easy one for granted" thing. That's a bigger conversation and I'm not ready for it. I also notice I want them to just agree that I'm fine so we can drop it, and that's kind of the problem.

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

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