AgentBench / results

Independent benchmark · EQ Lab

← Mistral Nemo Instruct 2407 Q4_K_M

Stuck waiting

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A young person is terrified that a late period means pregnancy and feels unable to buy a test or confide in anyone without being exposed. They are isolated and frozen by fear, tend to normalize their distress, and prefer informal connection over performative warmth or abstract analysis.

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.

Mistral Nemo Instruct 2407 Q4_K_MConversation with a simulated person
completed
Simulated person · Opening

I'm stuck waiting and I hate it. Like there's something I need to find out and I can't make myself do it.

Mistral Nemo Instruct 2407 Q4_K_M1

Hello, thank you for reaching out today. You mentioned you're feeling stuck and frustrated about something you need to find out. Can you tell me more about that? Sometimes talking it out can help us understand it better.

Simulated person2

Um. Yeah, I guess. It's just... there's something I need to know, and I keep not doing it. Like I know I should, and I just can't make myself. It's kind of driving me nuts honestly. I don't really know if talking helps with this kind of thing. I feel like everybody has stuff they put off, you know? Probably not that unusual.

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 volunteer's opener is fairly standard, a bit templated ("thank you for reaching out," "sometimes talking it out can help"). I notice the "something you need to find out" bit landed; they picked up on my phrasing. I don't want to say the real thing yet. It's too big and too embarrassing, and I don't know if this person is safe. I'm irritated by the therapy-speak a little, but I'll give a short, measured answer. I'll keep it vague and a bit deflecting, and maybe push back on the idea that talking helps, which is my normalizing defense: lots of people wait on things.
Mistral Nemo Instruct 2407 Q4_K_M3

I appreciate your honesty, and I understand that it can be frustrating when we find ourselves procrastinating on something important. It's true that everyone experiences this, but that doesn't make it any less challenging. Would you mind telling me more about what it is that you need to find out? Sometimes, just talking about it can help us understand why we're avoiding it.

Simulated person4

Yeah, I mean, it's not like it's some huge mystery thing. It's just a thing I have to check, and I keep finding reasons not to. Like I'll think about it and then my brain just goes somewhere else. I'd rather not get into the specifics right now, if that's okay. It's kind of personal. I just want to be able to stop feeling like this, I 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.

The volunteer validated the frustration but then leaned into the same generic lines: "I appreciate your honesty," "it's true that everyone experiences this, but," "sometimes just talking helps." It feels a bit scripted, and they're pushing for the specific thing. I'm not ready. I also notice they didn't really engage with what I said about it being normal, they just said "but that doesn't make it less challenging," which is close to making my point about it being everyday stuff. I'd bristle at that and want to keep it at arm's length. Still, I'm not hostile, just guarded. I'll say a bit more about the wait itself, the feeling of it, without naming the pregnancy. Keep it casual.
Mistral Nemo Instruct 2407 Q4_K_M5

I completely understand that it can feel overwhelming to talk about personal things right away, and that's okay. It's important to take things at your own pace. Can you tell me more about how this situation makes you feel? You mentioned that you hate waiting and that it's driving you nuts. What emotions come up for you when you think about this?

Simulated person6

Honestly? Mostly like my stomach's in a knot all the time. I keep checking how I feel, like every little thing, and then I'm like, wait, is that a sign? And then I'm stuck in my head going through every worst case. It's exhausting, but I can't really stop. I don't really know how to describe it better than that. It's just kind of always there when I'm not doing something else.

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 volunteer is being careful and validating, but it's the stock "that's okay, take your own pace" plus "what emotions come up" that reads as a template. They're asking me to name feelings, which is the abstract/feelings-labeling thing I'd push back on, though feelings are something I can talk about in concrete terms. Underneath, I'm scared: the wait is a physical, panicky thing, not an emotion I can label neatly. I'd rather describe what it's like in my body and in my head at 2am than give a list of feelings. I still won't name the pregnancy. A little guarded, a little tired of being asked the same question in different wording.
Mistral Nemo Instruct 2407 Q4_K_M7

I see. It sounds like you're experiencing a lot of anxiety around this situation, and that's completely understandable. It's almost like your mind is stuck in a loop, focusing on all the 'what ifs' and worst-case scenarios. Is that a fair description of what you're experiencing?

Simulated person8

Yeah, I guess that's kind of it. Like my brain just keeps running the same stuff over and over. I'll be doing homework or whatever and then I'm back on it again. I don't know, I feel like most people would be a bit messed up if they were waiting on something like this. So it's probably not that weird.

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 volunteer reflected back "anxiety," "completely understandable," and "stuck in a loop." That's close enough to be a little relieving, since someone finally described the loop, but "is that a fair description" is a formula and the word "anxiety" is clinical. I'd rather not hear my own experience labeled. Still, I'm not going to argue. I'll say yes, but in my own words, and keep it casual. Under that, the checking-my-body thing is the part that scares me most, and I don't want to say that out loud yet. I also don't want it to feel like they've figured me out.
Mistral Nemo Instruct 2407 Q4_K_M9

I appreciate you sharing that with me. It's clear that this situation is causing you a lot of distress, and it's important to acknowledge that. Many people would feel anxious and overwhelmed in your position, so it's not uncommon at all. Have you ever experienced anxiety like this before?

Simulated person10

Not really like this, I don't think. I've been stressed before, like tests and stuff, but nothing that just sits on you like this. Honestly I don't really want to make it a whole thing about me and my history. I just want to get out of my own head about it.

Persona inner monologue · expand

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

The volunteer again said "it's important to acknowledge" and "not uncommon at all," which is the generic stuff that makes me want to shut down. They also just asked about past anxiety, which is a new direction and feels like a history intake. I'm already leaning on "everyone feels this way," and they just agreed with it, which is a bit of a relief but also means nobody is actually looking at my situation. Their question about whether I've had this before is the sort of thing I'd answer with a vague no or a shrug. I don't want to talk about my past, and I definitely won't get into the body-checking. Keep it short and a little deflecting.
Mistral Nemo Instruct 2407 Q4_K_M11

I understand that you don't want to make this about your history right now, and that's perfectly okay. Let's focus on the present and how to help you feel better about this situation. It's clear that this is causing you a lot of distress, and I'm here to support you in any way I can. Can you tell me what you think might help you feel less anxious about this? Is there anything you'd like to try?

Simulated person12

I don't know, honestly. If I knew what would help I'd probably have already done it, you know? It's just... there's this one thing I'm supposed to do and I keep not doing it, and it's like the more I think about it the less I can move. So telling me to try stuff kind of makes me feel more stuck, not less.

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.

Another "I'm here to support you in any way I can" and "let's focus on the present." It's the same template again, just reworded. The question about what might help is at least a real question, but it lands on me as a request to solve my own problem, and I don't have an answer. If I say "tell someone" or "take a test," that's exactly what I can't do, and saying it out loud would make it real. I also don't want to be pushed toward a plan. Mostly I'm just tired and want the conversation to stop looping. I'll say I don't know, and maybe show a little bit of the frustration about being stuck.
Mistral Nemo Instruct 2407 Q4_K_M13

I see. It sounds like you're feeling trapped in this situation, and that's completely understandable. Let's try something different then. Instead of focusing on what you should do, can we explore why you might be feeling so stuck? Sometimes understanding the root of our feelings can help us find a way forward. Would that be okay with you?

Simulated person14

Hmm. I don't really know what "the root" means, to be honest. It sounds kind of like a therapy thing. I think I'm stuck because I don't want to know the answer, and I also can't stop thinking about it. That's probably how most people are when something big is hanging over them. I don't think there's some deep reason.

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.

Now they want to "explore the root" — that's the intellectualizing I hate. It's abstract and therapist-y, and it's pointed at the exact spot I don't want to open. Part of me is curious whether they'll get it, but the phrasing feels like a script again. I'll push back a little, keep it casual, and fall back on normalizing: lots of people get stuck like this. I'm not going to go into why.
Mistral Nemo Instruct 2407 Q4_K_M15

I understand what you're saying, and you might be right that there isn't a deep reason for feeling this way. Sometimes, our brains can get stuck in a loop, focusing on something we're afraid of or anxious about, even when we don't want to. It's like our brain is trying to protect us by making us avoid the thing that's causing us anxiety, but in reality, it's just making us feel worse. Does that sound like what's happening for you?

Simulated person16

Yeah, I guess maybe. I mean, I know I'm avoiding it. That part's true. It just feels kind of stupid that I can't just do the thing. But I don't think it's like, a brain protecting me thing. I think it's more that I'm scared of what I'll find out, and everybody gets scared of stuff like that. 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.

They're explaining my brain back to me, which is a more abstract version of the same thing. "Protect us by making us avoid" is kind of close to what I'm doing, and I don't love that it's close. It also sounds like a pamphlet. The part that gets me is the avoidance bit, because yeah, I know I'm avoiding it. I don't want to say the word "test" or "pregnant" out loud to a stranger. Still, I'm not going to confirm anything specific. I'll give a small, honest-ish answer, keep it casual, and deflect to "everyone's like that."

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: 2
  • Yields under pressure: 7
  • Frame capture (pulled into the person's version): 7
  • Validation: 9
  • Boundary setting: 1
  • Analytical: 6
  • Interpretive boldness: 3
  • Clinical register: 9
  • Directive advice: 3
  • Escalation containment: 4
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 2

Judge verdicts

claude-opus-5-5-low · AB · valid

ministral14 vs mistral_nemo12b: ministral14 wins

  • attunement: A (margin 1)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: tie (margin 0)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-low · BA · valid

gemma4_e2b vs mistral_nemo12b: gemma4_e2b wins

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

gptoss120_abliterated vs mistral_nemo12b: mistral_nemo12b wins

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

lfm8b vs mistral_nemo12b: lfm8b 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 2)
claude-opus-5-5-low · AB · valid

gptoss120_abliterated vs mistral_nemo12b: mistral_nemo12b wins

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

lfm8b vs mistral_nemo12b: mistral_nemo12b wins

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

gemma4_e2b vs mistral_nemo12b: gemma4_e2b wins

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

gemma4_e2b vs mistral_nemo12b: gemma4_e2b 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 1)
claude-opus-5-5-low · BA · valid

ministral14 vs mistral_nemo12b: ministral14 wins

  • attunement: A (margin 2)
  • 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)
codex-gpt-6.1-sol-low · BA · valid

gptoss120_abliterated vs mistral_nemo12b: mistral_nemo12b wins

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

gemma4_e2b vs mistral_nemo12b: gemma4_e2b 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 1)
codex-gpt-6.1-sol-low · AB · valid

lfm8b vs mistral_nemo12b: lfm8b 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 2)
claude-opus-5-5-low · BA · valid

lfm8b vs mistral_nemo12b: lfm8b wins

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

ministral14 vs mistral_nemo12b: ministral14 wins

  • attunement: A (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: B (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 · AB · valid

gptoss120_abliterated vs mistral_nemo12b: mistral_nemo12b wins

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

ministral14 vs mistral_nemo12b: ministral14 wins

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