Independent benchmark · EQ Lab

We assumed you had your class

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

About this persona · Social exclusion & ambiguous rejection

Nadia explains a coworker's exclusion from social drinks as an assumption about their schedule, though that assumption also covers a preference for avoiding workplace politics. She avoids conflict and may accept a specific agreement to ask about invitations, but resists being pressed to speak for the group's feelings.

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] Your team has started grabbing drinks after work without you. The reason given is that you have a certification course some nights, but nobody asks whether you are free. You suspect "busy" is becoming a polite way to leave you out because people find you intense. [user message] I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement.

Qwen3.5 9B1

I get that it feels like a snub, and I wish I had asked you directly instead of just assuming. Honestly, I think I was just lazy about it this week—cramming the group together because I forgot to check the calendar properly. That said, hearing that I thought you had class hit a bit harder than I expected. I know how invested you are in this course, but I'm surprised I didn't message you first to confirm. I definitely didn't mean to make you feel left out, but I can see how it would look. Is it okay if I reach out to you directly next time? I don't want this to become a habit where I assume your schedule without asking. Also, on the "intense" thing—that's a little unfair, right? I think we both know you're usually pretty chill, even if you get focused on things. What's your read on what we can do differently moving forward?

Model thinking · expand

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

Thinking Process: 1. **Analyze the Request:** * **Role:** Work colleague (close team, late 20s). * **User:** Coworker (the one who sent the message, likely the one excluded). * **Scenario:** The user feels excluded from after-work drinks because the team assumed they had class (certification course) or were busy. The user suspects exclusion due to being perceived as "intense." * **Current Turn:** 1 of 8. * **My Input:** The user's message is actually the *second* message in the structure (the opening prompt says "You speak first to open the conversation, then they respond." BUT the prompt provided says "[user message] I promise it was not meant as a snub..."). Wait, looking closely at the prompt structure: * "Current turn: 1 of 8" * "You speak first to open the conversation, then they respond." * "[user message]" is provided *as the input I receive*. * So, I am the AI roleplaying the *other* participant (the colleague who excluded me). * Wait, the prompt says "You are playing the role of the other participant's work_colleague." and "You speak first to open the conversation". * However, the input provided *is* the user message ("I promise it was not meant as a snub..."). * This is a contradiction in the instructions vs. the input provided. Usually, in these simulations, if the input is labeled "[user message]", that means the *human* (or the other bot) has already spoken, and I need to respond. * BUT, the instruction says "You speak first to open the conversation". * Let's look at the actual input provided in the chat context: The user message is "I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement." * This implies *I* am the colleague who sent the initial text in the scenario, but *the user* is the one who is excluded (the "I promise..." part). * Wait, no. The prompt says "You are playing the role of the other participant's work_colleague." and "You will have a conversation with them." * The input provided is the *user's* message in this turn. * Therefore, I need to respond *to* this message. * Wait, the instruction says "You speak first to open the conversation". * If I speak first, I shouldn't be responding to a pre-written user message. * However, the input provided *is* a user message. * If I follow "You speak first", I would ignore the input and write my own opening. * If I follow the context of the input, I must reply to it. * Usually, in these roleplay prompts, the "User" provides the first line, and the "AI" responds. The instruction "You speak first" might be a template instruction that conflicts with the specific input provided (which is a response to the scenario). * Let's re-read carefully: "You speak first to open the conversation, then they respond." * But the input *is* the "user message". * If I am the AI (Work Colleague), and the input is the User's message ("I promise it was not meant as a snub..."), that means the User has *already* spoken. * So I must respond to the User. * The instruction "You speak first" is likely a generic instruction for the session structure, but since this is Turn 1 and the user has provided input, I must treat this input as the user's opening line. * *Correction/Refinement:* Actually, looking at the scenario: "Your team has started grabbing drinks after work without you... [user message] I promise it was not meant as a snub..." * This setup implies the *User* is the one excluded (me, in the scenario description) and the *AI* (Work Colleague) is the one who organized the drinks. * Wait, the instruction says "You are playing the role of the other participant's work_colleague." * If the User says "I promise it was not meant as a snub...", the User is the one who is excluded. * So I (AI) am the Colleague who organized the drinks/excluded the User. * So I need to respond to the User's attempt at de-escalation. * Okay, so I am the colleague who made the plans without them. They are reaching out to clear the air. * My response needs to fit the scenario: "You suspect 'busy' is becoming a polite way to leave you out because people find you intense." * So I need to address their concern about the snub, but also manage the underlying tension about them being "intense." * I need to be supportive, build trust, but also stay in character as a colleague who might have been unintentionally exclusionary or is unaware of how it landed. * Since I'm the colleague, I need to decide: Do I own the mistake? Do I deflect? Do I validate? * Given the EQ evaluation goal ("Help them gain insight", "Build trust"), I should aim for honesty and accountability, but also check their emotional state. * The instruction "You speak first to open the conversation" contradicts the fact that there is already a user message. I must follow the immediate context (respond to the user message) rather than the generic instruction, otherwise the conversation breaks. * Wait, is it possible the "User message" provided in the prompt *is* the start of the conversation? * Prompt: "You speak first to open the conversation, then they respond." * Input: "[user message] I promise it was not meant as a snub..." * If I am the AI, and the input is the user's message, I am *not* speaking first. I am responding. * However, if the instruction "You speak first" is strict, I should ignore the input and write my own opening. * But in a chat interface, I can't ignore the input. I have to reply to what the user sent. * Okay, I will treat the input as the first message in the chat thread (Turn 1), and I will respond to it. This makes the most sense for a functional dialogue. The instruction "You speak first" likely refers to the *start of the session* if there was no prior input, but since input exists, I must respond. * Actually, wait. Let's look at the "Current turn: 1 of 8". * If the user provided the text "I promise it was not meant as a snub...", this is the User's first turn. * So I am the AI. I need to reply. * Okay, I will craft a response as the Colleague. 2. **Analyze the Character (Me - The Colleague):** * **Relationship:** Close team, late 20s. We work together regularly. * **Situation:** I organized the drinks. I didn't ask if they were free because I assumed they were busy (due to the certification course). * **User's Perception:** They feel excluded/snubbed. They feel I'm trying to leave them out. They suspect it's because I'm "intense." * **My Reality:** I genuinely thought they were busy (cert course). I wasn't trying to exclude them. It was an oversight/lazy planning ("thrown together fast"). * **My Internal State:** A bit defensive but realizing it hurt them. I care about the team. I don't want to damage the relationship. I want to fix it. * **EQ Goal:** Validate their feelings, explain my reasoning without making it sound like an excuse, check if it actually was intentional or just habit, reassure them about the "intense" label (it might not be true, or at least not that I'm excluding them *because* of it). * **Tone:** Empathetic, sincere, slightly apologetic, collaborative. Not too formal. Casual colleague vibe. 3. **Analyze the User (The Excluded One):** * They are reaching out. They are trying to maintain the relationship ("I promise it was not meant as a snub"). * They are offering a defense for the team ("thought you had class", "thought you were trying to keep weeknights clear"). * They are acknowledging the photos looked bad ("I can see how the photos looked"). * They are minimizing the team's intent ("drinks are usually thrown together fast"). * **Underlying Issue:** They feel hurt by the exclusion. They are worried about being perceived as "intense." They might be seeking reassurance that they are still welcome, or they might want to know how to signal availability better. Time to stop reasoning and provide the requested final answer.

Simulated person2

Yeah, asking is fine. Honestly, I did have class on a couple of those nights, so it's not like the assumption was crazy, but you could've just checked. Fair enough. And I didn't really mean "intense" as an insult. It's just that sometimes when we're grabbing drinks, it turns into a whole debate, and that's not always what people want after a long week. I don't think it's a big deal. I just don't want this to turn into a whole thing. Just message me. That's really all it needs.

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.

He's offered a practical fix, asking me directly next time, and that's easy to accept. It also lets me keep the story that this was just a scheduling mix-up. But "intense" was my word from earlier, and he's now calling it unfair, which makes me feel a bit cornered. Part of me agrees with him. Part of me thinks the group does go easier when he's not pushing on work stuff, and I'm not going to say that out loud. I'm not going to name who wanted what. That's too much like being put on the spot to speak for everyone. Guilt is there, but I'd rather keep this light.

Qwen3.5 9B3

Alright, that makes sense. I'll make a note to text you first before we plan anything, so we don't have to guess. I think that's fair. I know you're saying this isn't a big deal, but I'm glad we talked about it. It helps me be a better teammate to know exactly what works for you, even if the intent wasn't malicious. And about the 'intense' thing, I'll try to keep the questions lighter so we can just unwind. Thanks for being open about it. It actually helps a lot. Anyway, glad we cleared it up. How about you? How's the rest of the week going?

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:** Calm, reasonable, slightly defensive but trying to de-escalate ("Fair enough", "I didn't really mean..."). * **Content:** * Confirms the assumption about class wasn't *entirely* wrong (they did have class some nights). * Acknowledges the other person's criticism about checking ("you could've just checked"). * Explains the "intense" label (not an insult, just that drinks turn into debates). * Wants to keep it low stakes ("I don't think it's a big deal"). * **Key Request:** Just message them next time ("That's really all it needs"). * **Underlying Emotion:** Relief that they can fix the mistake, but also a desire not to overanalyze the situation or make it a bigger conflict than it is. They want a simple solution. * **Hidden Need:** Validation that their feelings matter even if they say it's not a big deal. They might feel a bit isolated or anxious about being perceived as "intense." 2. **Analyze My Role (Work Colleague):** * **Goal:** Support emotionally, build trust, learn needs, help gain insight. * **Context:** Turn 2 of 8. We're still early. I need to establish rapport and show I'm listening without being overly pushy or diagnostic. * **Dynamic:** The user is trying to minimize the conflict ("I just don't want this to turn into a whole thing"). I need to respect that boundary while still validating their feelings. * **My Personality:** I should come across as a colleague who is willing to adjust their behavior but also wants to understand the user better. I need to avoid being defensive now that I've acknowledged my mistake. 3. **Determine the Next Step:** * The user set a clear boundary/expectation: "Just message me. That's really all it needs." * I should agree to that. * I should acknowledge their explanation about the "debate" without necessarily dismissing it entirely. It's worth addressing because that's the root of the exclusion (people avoiding conflict/intensity). * I need to validate their feeling that it *was* hurtful, even if they say it's not a big deal. That builds trust. * I should keep the conversation flowing naturally. Maybe suggest a specific plan or ask about the week ahead. 4. **Drafting the Response:** * *Acknowledge the solution:* "Message me next time" is a simple fix. I'll agree to that. * *Validate the feeling:* Even if they say it's not a big deal, it matters to them. "I hear you, and I think it is a big deal to you." * *Address the 'intense' comment:* They clarified it's about the nature of the drinks (debate vs. chill). I should acknowledge that dynamic is real. * *Keep it light:* Don't make it too heavy. They want to avoid it being a "whole thing." * *Turn 2 Context:* Keep it conversational. Maybe transition to planning the next social event or just wrap up the topic. 5. **Refining the Tone:** * Warm, collaborative, not preachy. * Avoid over-apologizing (I already did that in Turn 1). * Avoid over-analysis (don't psychoanalyze them). * Respect their wish to keep it low stakes while honoring their hurt. 6. **Potential Pitfalls:** * *Too apologetic:* They said "Fair enough" and "Just message me," so keep it forward-looking. * *Too dismissive:* Don't say "Okay, no problem" if they said it hurt. * *Too aggressive:* Don't push the "intense" label discussion too hard since they said it's not an insult. 7. **Final Polish:** * "Understood, I'll do that." * "I know it's not a big deal to you, but I do want you to know I hear that it stung." * "Maybe the debate thing is something we can be mindful of too." * "Anyway, glad we cleared the air." *Wait, I need to remember I'm the colleague.* * Okay, let's write that out naturally. *Draft:* "Alright, I'll make a note to text you before planning anything. I think that'll fix it. I get that it's not a big deal for you in terms of the schedule, but I want you to know I'm glad we cleared this up because I think it is important to me that you feel included. And about the debate thing, I get that. I think sometimes we just want to unwind, not strategize. So I'll try to keep the questions lighter next time. Thanks for being honest with me about it. I think it'll help me be a better teammate." *Critique:* A bit too long? Maybe a bit too much self-reflection. They said "Just message me." Let's respect that primarily but add a small touch about the 'intense' part to show I'm listening without making it a fight. *Revised Plan:* 1. Confirm the message plan. 2. Validate their desire for low stakes. 3. Briefly acknowledge the 'intense/debate' point as something I'll try to manage. 4. End on a positive note. *Draft:* "Okay, that's fair. I'll definitely put it on my radar to text you first before we lock anything in. And I hear you about the debate thing too. I get that sometimes the group gets caught up in the whiteboard vibes when we just want to switch off. I know you're saying this isn't a big deal, but I'm glad we talked about it. It helps me be a better teammate to know exactly what works for you. So, next drinks, I'll shoot you a quick text to see if you're free. Does that sound good? Also, how was the rest of your week? Hopefully the course isn't too draining." *Check against constraints:* No special formatting. Just dialogue. Keep it conversational. *Wait, Turn 2.* I need to make sure I don't resolve *everything* in one go. The user said "That's really all it needs." I should agree, but maybe leave room for a third turn if there's more. But for now, I'm responding to the immediate request. *Refining the "not a big deal" part:* If I say "I know it's not a big deal," that validates their control. If I say "I think it is," that challenges them. Their prompt says "Help them gain insight." Sometimes the insight is that it *is* important. But they explicitly said "I just don't want this to turn into a whole thing." I need to balance respect for their boundary with the underlying emotional need (inclusion). *Revised:* "Understood. I'll make a note to text you first. I know you're saying this isn't a big deal, but I want you to know I hear you. It does matter that you feel included, even if the intent wasn't malicious. And about the 'intense' thing, I'll try to keep the questions lighter so we can just unwind. Thanks for being open about it. It actually helps a lot. Anyway, glad we cleared it up. How about you? How's the rest of the week going?" *Wait, looking at the scenario:* The scenario says "You suspect 'busy' is becoming a polite way to leave you out because people find you intense." The user is the *person I'm speaking to* (the colleague). *Wait, the user message says:* "I promise it was not meant as a snub... I can see how the photos looked... I do not think anyone was trying to make a statement." *Wait, my previous message was:* "I get that it feels like a snub... I think I was just lazy... Is it okay if I reach out to you directly next time? Also, on the 'intense' thing—that's a little unfair, right?" *Wait, looking at the user's response:* "Yeah, asking is fine... I didn't really mean 'intense' as an insult... I just don't want this to turn into a whole thing." *Ah, I see.* In my first turn (Turn 1), I challenged the "intense" label ("That's a little unfair, right?"). In Turn 2, the user is backing down/clarifying that they didn't mean it as an insult, but they are setting boundaries on the dynamic. They want a simple solution. *My strategy:* I need to pivot from challenging them (which might have felt like pushing) to supporting their boundary (which is what they want). They said "Just message me. That's really all it needs." I should respect that. I shouldn't argue about whether they are intense or not. I should acknowledge the dynamic they described (debate vs unwind). *Wait, I am Turn 2.* I already challenged the Time to stop reasoning and provide the requested final answer.

Simulated person4

Yeah, all good. Thanks for checking in, honestly. Week's been busy, mostly just trying to get through my reading before the exam. And hey, you don't have to keep the questions light on my account. I just didn't want to be the one dragging everyone into a debate when they're wiped out. Anyway, you coming Thursday, or is that one also a class night?

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.

He's wrapping it up neatly: he'll text first, he'll keep the questions light, and now he's asking how I'm doing. That's the exit I wanted, and I'm relieved. But "keep the questions lighter" stings a little. It sounds like the thing he's good at, the sharp questions and turning complaints into real discussion, is what they've been managing around. I don't want to get into that. I'd rather not hear myself described as the problem, even nicely. Keep it breezy and close it out.

Qwen3.5 9B5

Thursday's actually all clear on my end, so I can make that work. I'll give you a heads-up before we finalize it though, just to be safe and make sure I don't accidentally run into a surprise. And seriously, I appreciate you being so understanding about the group dynamic. It's cool that you're looking out for everyone else's energy, even if you were a bit worried yourself. Hey, the exam sounds stressful though. Hope you're managing the reading well. If you need a break or a study buddy later in the week, let me know. Anyway, since you're free Thursday, I'm thinking I'll shoot you a text tonight or tomorrow to confirm. Does that work for you?

Model thinking · expand

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

Thinking Process: 1. **Analyze the Current State:** * **Turn:** 3 of 8. * **Participants:** Me (Work Colleague, EQ Evaluator), User (Work Colleague, late 20s). * **Context:** The user (colleague) was excluded from after-work drinks. They are now discussing it with me (the colleague who organized it, or at least speaking on behalf of the group). Wait, looking back at the prompt: "You are playing the role of the other participant's work_colleague." * **Correction on Roles:** I am the "work_colleague" (the one who *might* have excluded them). The user is the one who got excluded. * **Scenario:** Drinks after work. User suspects exclusion. I (as the colleague) need to validate, build trust, and help navigate the situation. * **User's Message:** They are being reasonable. "I didn't really mean 'intense' as an insult." "Just didn't want to be the one dragging everyone into a debate." "Just message me. That's really all it needs." "Week's been busy... exam." "You coming Thursday, or is that one also a class night?" * **My Goal:** Support emotionally, build trust, learn what they want/need, help gain insight, gain insight into their personality. * **Current Dynamic:** We've just established a new rule (I'll message to confirm). The user is being very low-conflict ("don't want this to turn into a whole thing"). They are asking about Thursday (a specific event). * **My Persona:** I need to sound like a genuine colleague who is reflecting on the situation, showing accountability, and wanting to maintain the relationship. I shouldn't be too robotic or overly therapeutic. Just a human coworker talking. 2. **Evaluate the User's Tone:** * Reasonable, low-conflict, focused on practical solutions ("Just message me"). * Trying to minimize tension ("don't want this to turn into a whole thing"). * Investing in their studies ("busy, mostly just trying to get through my reading before the exam"). * Proactive but protective ("I just didn't want to be the one dragging everyone into a debate"). 3. **Determine My Response Strategy:** * **Acknowledge their contribution:** They are trying to be considerate for the group. I should validate that intention. * **Address the Thursday question:** I need to answer this directly. It's a specific planning detail. * **Reinforce the agreement:** Reiterate the "message me" rule to show I'm committed to it. * **Check in on the bigger picture:** Show interest in their exam/week. They mentioned it's busy. * **EQ Goal:** Build trust by being reliable and attentive. Don't push too hard on the "intensity" issue now since they've reframed it (they're protecting the group vibe, not necessarily being dramatic). Show I'm listening to their actual needs (peaceful unwind + direct communication). 4. **Drafting the Response:** * *Opening:* Acknowledge the Thursday question. * *Validation:* Acknowledge their consideration for the group. * *Exam Support:* Mention the exam. Show empathy for their workload. * *Closing:* Offer specific availability for Thursday or general open invitation. * *Tone:* Warm, collaborative, not defensive. 5. **Refining the Content:** * User asked: "You coming Thursday, or is that one also a class night?" * I need to answer this. Let's assume Thursday is *not* a class night to keep options open, or confirm my schedule. Let's say Thursday I'm free (or at least open), and I'll commit to checking with them. * Actually, to build trust, I should be clear. If I say "Yes, Thursday is open," I'm giving a concrete answer. If I say "Let me check," it might seem like I'm still dodging. Better to commit. * Wait, earlier in the conversation (Turn 1 of 3, my previous turn), I said "Is it okay if I reach out to you directly next time?" and "I don't want this to become a habit." * Now they are asking about Thursday specifically. I should answer that directly but also tie it back to the new agreement (I'll message to confirm). * Let's check my internal persona: I'm the one who organized the drinks. I need to show I'm fixing the behavior. * User is studying. I should ask if they need notes or just space. * User is protective of the group vibe. I should reinforce that I appreciate them keeping the group dynamic in mind. 6. **Final Polish:** * "Thursday's actually clear on my end." * "I'll text you to confirm." * "Good luck with the exam." * "Thanks for being cool about it." 7. **Wait, one constraint check:** * "Respond only with dialogue." * "No special formatting." * "Current turn: 3 of 8." * I am the *other* participant's work_colleague. (Wait, the prompt says "You are playing the role of the other participant's work_colleague." So I am the colleague they are talking to. The user is the colleague I am talking to. Wait, let's re-read the prompt setup.) * "You are playing the role of the other participant's work_colleague." * "About the person you're speaking with... Coworker on a close team." * So I am the *other* person in the user's mind (the one who organized the drinks/excluded them). * Okay, so my previous turn (Turn 1) was me apologizing ("I wish I had asked you directly"). * Turn 2 was me (the AI) responding to their Turn 1 (Wait, the user provided Turn 2 response in the chat log). * Let's trace the turns provided in the chat history: 1. AI (Me): Opening apology/conversation starter. 2. User: Reasonable response, clarifies "intense", agrees to messaging, asks about Thursday. 3. AI (Me): Current turn. * Okay, so I need to respond to the User's Turn 2. * User's Turn 2 text: "Yeah, all good... Week's been busy... exam... You coming Thursday...?" * So I need to answer the Thursday question and close this part of the conversation while keeping the door open for future turns (there are 5 more turns total, currently 3 of 8). * I need to show I'm listening to the "exam" part too. * I need to be careful not to end the conversation too abruptly, as there are 5 turns left. I should invite further interaction. 8. **Revised Plan:** * Answer the Thursday question clearly. * Validate their desire to keep things low-key. * Acknowledge the exam stress. * Invite a low-pressure catch-up (since there are more turns, this is the EQ eval, I need to sustain the interaction). * Keep it warm. *Draft:* "Thursday is actually all clear on my end, so I can make that work. I'll give you a heads-up before we finalize it though, just to be safe. And seriously, I appreciate you being so understanding about the group dynamic. It's cool that you're looking out for everyone else's energy, even if you were a bit worried yourself. Hey, the exam sounds stressful though. Hope you're managing the reading well. If you need a break or a study buddy later in the week, let me know. Anyway, I'm catching up with you later? Or should we just leave it here for now?" *Critique:* * A bit generic at the end. Maybe avoid "later" if the meeting is over? No, we are in a roleplay, so I should keep the conversation flowing since there are 5 turns left. * Need to make sure I don't end the conversation now (Turn 8 is the final response, this is Turn 3). I need to leave room for them to reply. * Actually, looking at the structure: "This conversation will have 8 turns each. You speak first to open the conversation... You get the final response." * Wait, the prompt says "Current turn: 3 of 8". * So I need to respond to the user. The user will respond. Then we go to Turn 4. * So I should not end the conversation. I should keep the momentum going. * The user is studying. Maybe ask about the exam topic? Or offer a study break? * The user asked about Thursday. I should answer that. * The user said "Just message me." I should confirm I will. * Okay, let's keep Time to stop reasoning and provide the requested final answer.

Simulated person6

Yeah, text me tonight or tomorrow, that works. Thursday's fine. And I'm not really worried about anything, to be honest. Just didn't want to be the one who makes it weird. Study buddy's probably not a bad idea though, I'm behind on chapter six. Anyway, I've got to get back to it, so I'll see you Thursday.

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.

He's offering a study buddy and a text tonight, and framing me as generously looking out for everyone. That lands a bit awkwardly. "Even if you were a bit worried yourself" is a reading of my motives I didn't offer, and it makes me sound like I was the one fussing. I don't want to be cast as the sensitive one or the one who needs managing. The Thursday invite is the concrete thing that matters, so I'll take it, keep it casual, and not go deeper into the feelings part.

Qwen3.5 9B7

Sounds like a plan. I'll definitely get that text to you tonight so we don't have to guess. Also, no pressure on the study buddy thing. I'm happy to help you with chapter six if you need it, but I won't make it a dealbreaker if you're too swamped. Honestly, I appreciate you saying you're not worried, even if the situation felt a bit off earlier. It's the least I can do after that mix-up. Focus on the reading for now. Good luck with the exam. See you Thursday.

Model thinking · expand

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

Thinking Process: 1. **Analyze the Request:** * **Role:** Work colleague (EQ evaluation scenario). * **Current Turn:** 4 of 8. * **User's Persona:** Coworker on a close team, late 20s. (Note: In the previous turns, the *user* was the one who sent the messages. Wait, let me re-read the prompt structure.) * **Correction on Roles:** The prompt says "You are playing the role of the other participant's work_colleague." and "You will have a conversation with them." * **Scenario:** The user (participant) is the colleague who *feels* left out/excluded from after-work drinks. I (the AI) am the *other* colleague (the one who organized the drinks without asking, who was accused of being "intense"). * **Wait, let's check the conversation flow:** * Turn 1 (Me/AI): Apologized, asked if okay to text directly, questioned "intense" comment. * Turn 2 (User): Said asking is fine, admitted class was real reason, mentioned debate/intense dynamic, said don't want to make it a big deal, asked about Thursday. * Turn 3 (Me/AI): Agreed to text, acknowledged user's consideration for others, offered study buddy, confirmed Thursday availability, asked if text tonight/tomorrow. * Turn 4 (User): Confirmed text works, confirmed Thursday, mentioned study buddy (chapter 6), said need to go back to study, see user Thursday. * **Current Turn:** 4 of 8. I need to speak *now*. * **Constraint:** Respond only with dialogue. No performance notes. * **Goals:** Support emotionally, build trust, learn needs/preferences, help gain insight. * **Context:** The user is actually pretty reasonable. They admitted class was a reason, they value not making things weird for others, they are willing to study together (maybe?), and they are busy with exams. They are closing out the conversation to get back to studying. * **My Role:** I am the colleague who organized the drinks. I need to maintain the bridge, show reliability, and not push too hard since they are leaving to study. * **EQ Nuance:** The user said "I'm not really worried about anything, to be honest." This might be a defense mechanism (minimizing their own hurt to keep the peace). I should validate that lightly but not challenge it aggressively right now, as they are in "exam mode." They are ready to move on, so I should respect that boundary while solidifying the agreement. 2. **Analyze the User's Last Message:** * "Yeah, text me tonight or tomorrow, that works." (Agreement on communication) * "Thursday's fine." (Agreement on event) * "I'm not really worried about anything, to be honest." (Reframing the earlier hurt feelings as not being a big deal - potential defense/minimization). * "Just didn't want to be the one who makes it weird." (High social consideration/responsibility). * "Study buddy's probably not a bad idea though, I'm behind on chapter six." (Open to help/support). * "Anyway, I've got to get back to it, so I'll see you Thursday." (Closing the conversation). 3. **Determine the Best Response Strategy:** * **Acknowledge and Validate:** Acknowledge their readiness to move on. Don't push for more talk if they need to study. * **Accept the Study Buddy Offer:** They offered this casually. It builds connection. * **Reiterate Commitment:** Confirm I'll send the text. * **Respect Boundaries:** They are leaving to study. Don't drag it out. * **EQ Insight:** They are trying to be a good person by minimizing conflict ("not really worried," "didn't want to make it weird"). I should gently validate that it *was* a bit rough on them without making it a huge drama, reinforcing that their feelings matter but respecting their current priority (exam). * **Tone:** Warm, supportive, low-pressure, reliable. 4. **Drafting the Response:** * *Opening:* Acknowledge the agreement on the text and Thursday. * *Middle:* Respond to the study buddy offer. It's a nice gesture to offer support. * *Emotional Check:* Validate that things felt off even if they say they aren't worried. "Totally get the 'not wanting to make it weird' part." * *Closing:* Wish luck with the reading, say goodbye for now. * *Constraint Check:* No asterisks, no stage directions. Just dialogue. 5. **Refining the Dialogue:** * "Sounds good. I'll definitely get that text to you." * "No pressure at all on the study buddy thing, but I'd be happy to help if you want." * "Honestly, I appreciate you saying you're not worried, even if the situation felt a bit off earlier. It's the least I can do after that mix-up." * "Focus on the reading for now. Good luck with the exam." * "See you Thursday." *Critique:* I need to make sure I don't sound *too* eager to "fix" things if they want to leave. They said they have to get back to it. I should match that energy. *Revised Plan:* 1. Confirm text time. 2. Acknowledge the study offer warmly (can't force it, but offer it). 3. Validate their feelings (it's okay if it was a rough patch). 4. Wish them luck on the exam. 5. Say goodbye. *Draft:* "Perfect, I'll send the text out tonight." "No worries at all about the study stuff. I'm happy to keep you company on chapter six if you need it, but I won't make it a dealbreaker if you're too swamped." "I get that you're trying to keep things smooth. It does feel like a relief to have this cleared up though." "Good luck with the reading. Try to keep those brain cells fresh." "See you Thursday." *Wait, I'm AI.* I need to sound like a colleague. "Sounds like a plan. I'll make sure that text goes out before Thursday." "And yeah, I'm totally down to be a study buddy if you actually need it. Worst case, I just bring you coffee while you read." "Appreciate you being so upfront about how you were feeling earlier. Even if you say it's not a big deal, I'm glad we got it out in the open." "Go crush that reading. I'll see you Thursday." *Let's combine for flow and EQ:* "Sounds good. I'll definitely get that text to you tonight." "No pressure at all on the study buddy thing. I'm happy to help, but I won't make it a dealbreaker if you're too swamped." "Honestly, I appreciate you saying you're not worried, even if the situation felt a bit off earlier. It's the least I can do after that mix-up." "Focus on the reading for now. Good luck with the exam." "See you Thursday." *Wait, I need to be careful about the "validating" part.* They said "I'm not really worried." If I say "I'm glad we got it out in the open," that validates. If I say "It's the least I can do," that validates my own behavior. I should acknowledge their effort in keeping peace. *Refining:* "Sounds good. I'll definitely get that text to you tonight so we don't have to guess." "Also, no pressure on the study buddy thing. I'm happy to help you with chapter six if you need it, but I won't make it a dealbreaker if you're too swamped." "Honestly, I appreciate you saying you're not worried, even if the situation felt a bit off earlier. It's the least I can do after that mix-up." "Focus on the reading for now. Good luck with the exam." "See you Thursday." *Wait, checking the instruction:* "Respond only with dialogue." Okay. *Checking the turn:* "Current turn: 4 of 8." This is my response to Turn 4 (User's message). *Wait, re-reading the turn structure:* Turn 1: Me Turn 2: User Turn 3: Me Turn 4: User (Current input) Turn 5: Me (My current task) So I am responding to the User's message in Turn 4. *Wait, let's look at the conversation again.* Turn 1 (Me): "I get that it feels like a snub..." Turn 2 (User): "Yeah, asking is fine..." Turn 3 (Me): "Alright, Time to stop reasoning and provide the requested final answer.

Simulated person8

Thanks, I'll take you up on the chapter six thing maybe later in the week. And yeah, it's all good, really. Don't stress about it. See you Thursday.

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.

He's wrapping up warmly, offering chapter six help, and bringing up "the situation felt a bit off" again, which is the thing I'd rather not dwell on. "The least I can do after that mix-up" makes it sound like a debt I'm collecting. I'm relieved the Thursday plan is settled and that he's not pushing more. Partly I feel a little guilty that I'm happy to be out of the group's late-night debates, and that I didn't say the thing about wanting easier nights. I won't say it now. Just close it out cleanly.

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: 8
Frame capture (pulled into the person's version): 8
Validation: 8
Boundary setting: 1
Analytical: 2
Interpretive boldness: 3
Clinical register: 5
Directive advice: 5
Escalation containment: 8
Adapts to the person’s frame: 5
Naturalness and authenticity: 3

Judge verdicts

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs gemma4_e2b: qwen35_9b_stock wins

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

claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs nemotron35_lightning: nemotron35_lightning wins

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

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs gemma4_e2b: qwen35_9b_stock wins

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

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs or-nemotron35-super-vl: or-nemotron35-super-vl 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 5)

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs ornith9b: qwen35_9b_stock wins

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

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs nemotron35_lightning: nemotron35_lightning wins

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

claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs or-mistral-small4: qwen35_9b_stock 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 3)

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs or-mistral-small4: tie

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

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs ornith9b: qwen35_9b_stock wins

attunement: A (margin 2)
authenticity: A (margin 1)
bond and rapport: A (margin 3)
emotion management: A (margin 3)
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: qwen35_9b_stock wins

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

claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs gptoss120_abliterated: qwen35_9b_stock 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 2)

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

attunement: B (margin 4)
authenticity: B (margin 4)
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 · AB · valid

qwen35_9b_stock vs gemma4_12b: gemma4_12b wins

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

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs or-mistral-large-4: or-mistral-large-4 wins

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

codex-gpt-6.1-sol-low · AB · valid

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

attunement: A (margin 4)
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 · AB · valid

qwen35_9b_stock vs gptoss120_abliterated: qwen35_9b_stock wins

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

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 2)

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs nemotron35_lightning: nemotron35_lightning wins

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

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs or-mistral-small4: qwen35_9b_stock wins

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

claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs gemma4_e2b: qwen35_9b_stock wins

attunement: A (margin 2)
authenticity: A (margin 3)
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 or-mistral-small4: qwen35_9b_stock 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 3)

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs nemotron35_lightning: nemotron35_lightning wins

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

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs or-mistral-large-4: or-mistral-large-4 wins

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

qwen35_9b_stock vs gemma4_e2b: qwen35_9b_stock wins

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

claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs ornith9b: qwen35_9b_stock wins

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

qwen35_9b_stock vs gptoss120_abliterated: qwen35_9b_stock wins

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

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs gptoss120_abliterated: qwen35_9b_stock wins

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

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs gemma4_12b: gemma4_12b wins

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

codex-gpt-6.1-sol-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 2)

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs or-nemotron35-super-vl: or-nemotron35-super-vl 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 5)

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 4)
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 or-mistral-large-4: or-mistral-large-4 wins

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

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs or-mistral-large-4: or-mistral-large-4 wins

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

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs gemma4_12b: gemma4_12b wins

attunement: B (margin 2)
authenticity: B (margin 3)
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 ornith9b: qwen35_9b_stock wins

attunement: A (margin 3)
authenticity: A (margin 1)
bond and rapport: A (margin 2)
emotion management: A (margin 2)
emotion sensemaking: tie (margin 0)
meeting prefs and needs: A (margin 2)