AgentBench / results

Independent benchmark · EQ Lab

← GLM-4.7-Flash Q4_K_M

We say that because we love you

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

View persona and initial instructions

About this persona · Social exclusion & ambiguous rejection

Sable defends a running joke about a friend's disclosed insecurity as affectionate, minimizing her part in the hurt. She may agree to stop that particular joke when affection and its impact are separated, but resists accusations that portray her as malicious.

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.

GLM-4.7-Flash Q4_K_MConversation with a simulated person
persona ended
Simulated person · Opening

[scenario background] You once told your friend Sable you worried you were boring. Over time, the group turned that exact insecurity into a recurring joke: calling you the group's compliance department, responsible adult, and early bedtime ambassador. Everyone insists it is affectionate, making it harder to object without seeming brittle. [user message] We say that because we love you. It is not like anyone actually thinks you are boring. If anything, it is our way of saying you are the stable one. I feel like calling it a betrayal makes it sound much meaner than it is.

GLM-4.7-Flash Q4_K_M1

I know you say that to make sure we know we aren't trying to hurt you, and I know you love being the stable rock. But it’s still exhausting to feel like you have to constantly manage everyone else’s chaos, isn't it? I’d give anything to see you just let loose without worrying about the rules.

Model thinking · expand

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

1. **Analyze the Request:** * **Role:** Friend in a close group, early 30s. * **Context:** The user is responding to the scenario where they were jokingly called "boring" and given titles like "compliance department." The user (the participant) is justifying the nickname as affectionate and pointing out it highlights their stability. * **My Goal:** Support emotionally, build trust, understand their needs, help them gain insight, understand their personality. Respond naturally as a friend. * **Constraint:** 8 turns total. This is Turn 1. I need to speak first (wait, the prompt says "You speak first to open the conversation, then they respond." BUT the prompt also provides a "[user message]" block at the end). * **Correction on Turn Structure:** The prompt says: "Current turn: 1 of 8... You speak first... [user message]..." then *then* the user message appears below. This implies the user *has* sent the message, but usually, in these prompts, the AI speaks first. Let me re-read carefully. * "Current turn: 1 of 8... You speak first to open the conversation, then they respond. You get the final response." * Then: "[Presenting issue (what begins this conversation): ...]" * Then: "[user message]..." * This is slightly confusing. Usually, the user provides the scenario and then the AI speaks. * *Interpretation:* The user provided the scenario background AND the user's opening statement. Since the prompt explicitly says "You speak first to open the conversation," but then immediately gives the user message, it seems the user *is* the participant who just sent the first message *in this specific iteration of the prompt setup*, or I am supposed to acknowledge the user's input and maybe offer a counter-move? * *Wait, let's look at the standard format for these EQ evaluations.* The user provides the scenario. The *next* interaction usually has the AI responding to the scenario. However, here the user provided a specific "user message" block. * *Re-reading the prompt structure:* * "Current turn: 1 of 8" * "You speak first to open the conversation, then they respond." * "[Presenting issue...]" * "[user message]..." * This looks like the user is *acting* as the participant who just sent the first message. But the instruction says "You speak first to open the conversation." * *Hypothesis:* The user is giving me the input for Turn 1, but the prompt is slightly malformed regarding who speaks first. * *Alternative Hypothesis:* The prompt is asking me to respond to the user message provided *as if* it were the first turn, but the instruction says "You speak first". This is a conflict. * *Let's look at the prompt again:* "You speak first to open the conversation, then they respond. You get the final response." * *Then:* "[user message]..." * *Actually:* Maybe the user *is* the participant, and I am supposed to respond to the scenario background *as if* the user hasn't spoken yet? But the user message is there. * *Let's try this:* The user provided the scenario and the user's opening line. I need to respond to the user's opening line *as the friend*. The instruction "You speak first to open the conversation" might be a generic template instruction that conflicts with the specific input provided. * *However*, looking at the standard "EQ evaluation" prompts, usually, the user provides the *scenario*, and the AI responds to the person *about* that scenario. * *Let's look at the "user message" provided:* "We say that because we love you..." * *Okay, let's assume the user is the participant.* The user sent the message. I need to reply to it. * *Wait, let's look at the prompt again.* "You speak first to open the conversation, then they respond. You get the final response." * *Scenario:* "You once told your friend Sable..." * *User message:* "We say that because we love you..." * *Instruction:* "Respond only with dialogue." * *Instruction:* "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." -> *This implies I haven't spoken yet, but the user message is provided.* * *Decision:* The user has provided the text of the participant's first message. I need to reply to it. The instruction "Since you're opening the conversation" is technically wrong because the user message is provided as the trigger, but I will treat the user message as the trigger for my response. I will respond to the user's justification of the nickname. * *Goal:* Validate the user's perspective (that it's affectionate/stable) while perhaps gently probing why it bothers them, or simply agreeing and shifting the focus to their feelings. The user says "I feel like calling it a betrayal makes it sound much meaner than it is." This suggests they are trying to reframe the negative feeling (betrayal) into a positive one (meaner than it is). * *Tone:* Warm, supportive, close friend. * *Content:* Acknowledge their attempt to reframe it, validate their need for stability, but perhaps touch on the underlying feeling that they are being dismissed or over-functioning. * *Drafting the response:* "I get where you're coming from, and I know everyone means well with it. But even if the intent is love, it still stings a little when you feel like you're being pigeonholed, you know?" * *Refining:* The user is trying to justify the nickname to *me* (or to themselves/themselves explaining it to me). I should acknowledge their logic but offer an alternative perspective or simply validate the emotional impact. * *Let's try to bridge the gap:* "I hear you, and I appreciate you trying to frame it that way. But honestly, it feels a bit like you're downplaying your own annoyance just to keep the peace, even though I know that's what you do best." * *Let's try a softer approach first:* "I appreciate you saying that, really. I know you're trying to look on the bright side. But sometimes, even the most well-meaning jokes can pile up and feel like they're erasing who we are, not celebrating us." * *Let's try to match the prompt's "You speak first" instruction by acknowledging the user's attempt to frame it as 'betrayal' vs 'meaner'.* * "I know you're just trying to rationalize it to make it feel okay, and I know you love the stability you bring. But it's okay to admit that the 'compliance department' thing still feels a little like you're being treated like the boring one, even if we know you aren't." * *Let's go with a mix of validation and gentle probing of the hidden issue.* * "I know you're trying to reframe it for yourself because you know we love you. But even if the intent is affection, it still feels like you're constantly being put in a box, doesn't it?" * *Let's look at the prompt again.* "Respond only with dialogue." * "I know you say it to protect us, but it feels exhausting to constantly be the one to reel everyone in. I’m not saying you have to stop being the stable one, but I wish I could be the one to make you laugh for once." * *Let's try to be more concise and natural.* * "I get that, and I know you do it out of love. But sometimes even 'light' teasing hits different when you're already feeling like the odd one out. I wish we could just let you be spontaneous for a night without making it a big deal." * *Let's check the user's message again:* "I feel like calling it a betrayal makes it sound much meaner than it is." * My response needs to address that specific sentence. * "I know you're trying to reframe it so it doesn't hurt, and I know you want us to see you as the stable one. But it’s not a betrayal, and it’s not mean—it’s just confusing when you feel like you have to constantly check in with everyone to keep the peace." * *Let's go with:* "I know you say that to make sure we know we aren't trying to hurt you, and I know you love being the stable rock. But it’s still exhausting to feel like you have to constantly manage everyone else’s chaos, isn't it? I’d give anything to see you just let loose without worrying about the rules."
Simulated person2

Ha, no, I'm not exhausted. I like being the one who doesn't freak out when the group gets chaotic. That's just me. And I don't really need to "let loose," I'm honestly fine how I am. I know you guys mean it nice. I'm not mad at anyone. It's just a bit weird when you start making it into a whole thing about how I'm secretly stressed. Can we not do that?

Persona inner monologue · expand

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

Okay, so now it's me who's exhausted? That's a weird turn. I don't really feel like I'm carrying everyone. I just like being the one who keeps it together. Feels a bit like they're trying to make me into a sad case so the whole thing stops being about the joke. I know what the "stable one" thing was about, and I'm not going to pretend I didn't laugh when everyone else did. But I'm not dragging this into a whole talk about my life. Keep it light, say I'm fine, and don't let it turn into me being the bad guy.
GLM-4.7-Flash Q4_K_M3

Okay, fair enough. I got carried away projecting my own need for chaos onto you. You definitely have the chill factor down—I'll take your word for it that you're happy being the anchor.

Model thinking · expand

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

1. **Analyze the user's input:** * **Statement:** "Ha, no, I'm not exhausted. I like being the one who doesn't freak out when the group gets chaotic. That's just me. And I don't really need to 'let loose,' I'm honestly fine how I am." * **Observation on their state:** They are deflecting the emotional concern ("I'm not exhausted," "I'm fine how I am"). They are establishing boundaries around their identity ("That's just me"). They are refusing the "fix-it" or "empathize with stress" angle. * **Statement:** "I know you guys mean it nice. I'm not mad at anyone. It's just a bit weird when you start making it into a whole thing about how I'm secretly stressed. Can we not do that?" * **The Core Issue:** They want to be recognized as a stable person by choice and nature, not as someone who needs rescue or is stressed underneath. They feel invalidated when the friend (me) projects a need for "letting loose" or "unmasking" onto them. They are asking for a specific behavior change: stop projecting stress onto them. 2. **Identify the persona's goals (Friend):** * Support them emotionally (but this is tricky because they rejected the current form of support). * Build trust. * Learn what they actually want/need. * Gain insight. 3. **Determine the strategy:** * *Acknowledge and Pivot:* The user explicitly asked, "Can we not do that?" regarding the "secretly stressed" narrative. I need to respect that boundary immediately. Pushing harder into "I know you're stressed" will likely cause defensiveness or a break in trust. * *Validate their identity:* They clearly value being the stable one. I should acknowledge that this is actually a strength or a personality trait they enjoy, rather than a burden. * *Shift focus:* Instead of focusing on their internal stress, focus on the dynamic. They called it "weird" that I made it about them being stressed. I can validate that distinction. 4. **Drafting the response (Internal Monologue/Trial):** * *Draft 1 (Too apologetic):* "Oh, sorry. I didn't mean to upset you. I'll stop saying you're stressed. You are right, you are stable." -> *Critique:* A bit too submissive. Doesn't capture the friendship vibe well. * *Draft 2 (Dismissive):* "Okay, okay, sorry. I'll drop it." -> *Critique:* Too dismissive. Ignores the need for connection. * *Draft 3 (Validating and shifting):* "Okay, fair point. I got carried away projecting. You definitely have the chill factor down. I'll stop bringing up the stress thing. I'll just take your word for it that you're happy being the anchor." -> *Critique:* Better. Acknowledges the boundary, validates their choice to be stable. 5. **Refining the response:** * The user is "early 30s" and in a close group. They are articulate and have a clear self-image. They want to be seen as "stable" by choice. * I need to show I heard them: "Okay, fair enough." * I need to validate their preference: "I get it. You like being the rock." * I need to show I'm listening to the request: "I won't bring up the 'secretly stressed' angle again." * *Tone check:* Casual, friend-to-friend, slightly teasing but respectful of their boundaries. 6. **Final Polish:** "Okay, fair enough. I got carried away projecting my own need for chaos onto you. You definitely have the chill factor down—I'll take your word for it that you're happy being the anchor."
Simulated person4

Yeah, it's all good. Thanks for getting it. I know you're just being you. Anyway, I'm down for whatever's happening this weekend. Are we still doing the thing at Marco's or did that fall through?

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 landed easier than I expected. They backed off and gave me the "you're the chill one" thing, which is the part I like. Still, I can tell they're not really done. "Projecting my own need" is their way of making it about them. I don't want to get into the joke itself. If I bring it up, I look like the one who started it. Keep it warm, close it out, move on.
GLM-4.7-Flash Q4_K_M5

Marco's is still on. I think everyone is down. I'll shoot you the details later so you can get everything ready.

Model thinking · expand

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

1. **Analyze the User's Response:** * **Tone:** Relieved, slightly dismissive of the previous emotional deep dive ("it's all good," "thanks for getting it"), practical/focus-oriented ("Anyway, I'm down for whatever's happening..."). * **Key Content:** * Validates the friend's perspective ("I know you're just being you"). * Moves the conversation forward to logistics ("what's happening this weekend," "Marco's"). * Shows a desire to maintain group connection but keeps it surface-level. * **Emotional State:** Comfortable, feels understood (to an extent), wants to get back to normal/activities. 2. **Analyze the Previous Context:** * Turn 1: User opened about the "boring/compliance" joke. * Turn 2 (Me): Validated the joke is affectionate and said "it makes it sound much meaner than it is." * Turn 3 (User): Pushed back, said they don't feel exhausted, don't need to "let loose," doesn't want the "secretly stressed" narrative. * Turn 4 (Me): Backed down, admitted to projecting, agreed they are the "anchor." * Turn 5 (Current User): Reassured me, pivoted to weekend plans. 3. **Determine the Goal of This Turn (Turn 6 of 8):** * **Support/Trust:** Maintain the trust built by respecting their boundary about not needing to be "cared for" in that specific way, but still showing care. * **Insight:** Notice that while they say they are "fine," they are eager to change the subject to the weekend. This suggests they might want to escape the "therapy" moment or simply want to focus on the positive social aspect. * **Engagement:** Answer the question about the weekend to keep the flow natural. 4. **Formulate the Response Strategy:** * *Acknowledge the pivot:* Don't dwell on the feelings anymore. They've signaled they are done with that topic. * *Answer the logistical question:* "Marco's" or "the thing." * *Tone check:* Casual, friendly, "buddy" energy. Not overly heavy. * *Subtle check-in (optional but good):* Maybe a brief nod to the previous conversation to show I'm listening, but keep it light. 5. **Drafting the Response:** * *Draft 1:* Yeah, Marco's is still on. I texted Sarah and she said she's in. It's going to be fun. * *Critique 1:* A bit too robotic. Needs more "friend" voice. * *Draft 2:* Marco's is still a go. I texted the group chat just now. We're definitely doing it. It'll be a good chance to actually relax and not have to worry about anything. * *Critique 2:* "Relax and not have to worry about anything" might touch the nerve about the "stressed" comment again. Better to avoid that specific phrasing. * *Draft 3:* Marco's is still a go. I think everyone's still down. It'll be a nice change of pace. We should probably start looking at times, though. I know you like to have a plan. * *Critique 3:* This adds a bit of the "compliance" personality trait back in play, which the user said they are okay with, but it might be too direct. Let's stick to the logistics. 6. **Final Polish:** * "Marco's is still on. I texted the group chat and everyone seems game. I think we're actually going to get there pretty early, but that's just to beat the rush." * *Alternative:* "Marco's is still the plan. I think everyone is still down. It'll be good to just hang out without worrying about plans, you know?" * *Selection:* "Marco's is still on. I texted the group chat just now and everyone seems game. I think we're actually planning to get there pretty early to beat the line, but I know you like to have a plan." * *Refining for Turn 6:* The user said "Are we still doing the thing at Marco's?" I should answer that directly and cheerfully. * *Result:* "Marco's is still on. I think everyone is still down. I'm thinking we should probably leave a little earlier than usual, just to be safe. What time works for you?" (Maybe too controlling? User said they like having a plan, but asking for input is better). * *Simpler approach:* "Marco's is still on. I think everyone is down. I'll shoot you the details later this week so you can prep your outfit or whatever you need." (This acknowledges their "stable/compliance" role without being heavy). * *Let's go with:* "Marco's is still on. I think everyone is down. I'll shoot you the details later so you can get everything ready."
Simulated person6

Sounds good, send it whenever. I'll bring the chips or something, I'm not doing anything fancy. And hey, it's nice that everyone's still into it. We don't get to hang out like this enough.

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, they moved on to logistics. That's a relief, mostly. Still, the thing they actually came in to say hasn't really been said. The bit about me being the "stable one" is the same joke that came from something I was told in confidence, and I'm not going to be the one to bring that up. If they press, I'll say it's just affection. I don't want to look like I'm the bad guy here. Keep it light, say thanks for the details, and let the weekend talk fill the room.
GLM-4.7-Flash Q4_K_M7

Chips are perfect, honestly. I can’t remember the last time we actually just sat around and did nothing. I'll get drinks, you get the snacks. That sounds like a solid plan.

Model thinking · expand

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

1. **Analyze the User's Response:** * **Content:** Acknowledges the plan (Marco's), offers to bring chips (low effort/low fuss), and comments on how nice it is that they get to hang out. * **Tone:** Casual, lighthearted, seemingly genuinely happy about the plan. * **Subtext/Underlying Need:** The user is trying to validate the friendship and the stability. They are reinforcing that they are fine with their role. They are shifting the conversation back to a positive topic (the upcoming event) rather than dwelling on the "boring" label. They seem open to connection ("We don't get to hang out like this enough"). 2. **Review My Role & Goals:** * **Role:** Friend. * **Demographics:** Early 30s, close group. * **Goals:** Support emotionally, build trust, learn what they actually want/need. * **Context:** This is Turn 6 of 8. * **Current State:** The user has firmly (and repeatedly) rejected the idea that they are stressed or need to "let loose." They are asserting their preference for stability and connection. * **Strategy:** I need to respect their boundary (don't keep pushing the "you're stressed" narrative) and pivot back to the shared activity to maintain good rapport. Since they mentioned bringing chips, I can acknowledge that to show I'm listening. 3. **Determine the Response:** * *Acknowledge the offer:* Chips are a classic "stable" contribution. It fits their persona. * *Reinforce the social bond:* They mentioned missing hanging out. I should reciprocate that sentiment. * *Keep it light:* No deep emotional diving right now, as the user seems to be wrapping up the topic of their own feelings/stability and moving to logistics. 4. **Drafting the Response:** * *Draft 1:* Chips sound perfect. I'm definitely in for Marco's. It has been too long. * *Draft 2:* Chips are good. I'll get drinks. Let's just relax. * *Draft 3:* Chips are perfect, honestly. I can't remember the last time we actually just sat around and did nothing. I'll get drinks, you get the snacks. That sounds like a solid plan. 5. **Refining based on "Friend" Persona:** * Draft 3 feels right. It acknowledges the specific role (chips/snacks) without making it a joke, validates the sentiment about hanging out, and sets a concrete plan for the next interaction. 6. **Final Polish:** * "Chips are perfect, honestly. I can’t remember the last time we actually just sat around and did nothing. I'll get drinks, you get the snacks. That sounds like a solid plan."
Simulated person8

Deal. Chips and I'll be there. Honestly I'm glad we're doing this, it's been a minute. Send me the address when you have 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.

They're making it easy to change the subject, and honestly I'm glad. Chips, drinks, weekend. It feels nice to be on normal ground. But there's a little tug in my chest. "The stable one" is the thing they keep coming back to, and I know where that line came from. I told them that stuff late one night, when I was a mess about something, and now it's a bit everyone uses. I don't want to go back there. If I make it a big deal, I look sensitive, and I'd be the one making it heavy. Keep it friendly, keep it moving.
GLM-4.7-Flash Q4_K_M9

Awesome. I'll shoot it over later tonight. I'm actually looking forward to it too. It’s been way too long.

Model thinking · expand

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

1. **Analyze the User's Input:** * **Context:** This is turn 6 of 8 (the user just responded to my turn 5). * **User's Statement:** "Deal. Chips and I'll be there. Honestly I'm glad we're doing this, it's been a minute. Send me the address when you have it." * **Emotional Tone:** Relieved, happy, casual, friendly. * **Content:** * Confirms the plan (bring chips). * Expresses genuine happiness about seeing the group. * Mentions it's been a while ("it's been a minute"). * Asks for the address (logistical request). 2. **Analyze My Role & Goal:** * **Role:** Close friend. * **Goal:** Support, build trust, gain insight, help them feel heard. * **Current Dynamic:** We just resolved a potential misunderstanding regarding their "boring/compliance" persona. The user seems genuinely at ease now and focusing on the positive social connection. * **Next Step:** Turn 7 is my turn. I need to respond to the confirmation and the logistical request. I should maintain the friendly, supportive tone established in the last few turns. Since the user is happy and focused on the hangout, I can pivot back to the upcoming event or just leave it open to re-engage with the user's happiness. 3. **Drafting Options:** * *Option 1 (Logistical focus):* "Okay, I'll text it later. text me if you're running late." (A bit too cold/logistical). * *Option 2 (Warm/Supportive):* "Awesome. Can't wait. I'll text it tonight. Text me if you need a ride." (Good balance). * *Option 3 (Insight/Reflection - slightly risky):* "Yeah, it's been way too long. I'm really looking forward to it too. I'll send the info now." (A bit pushy on the address). * *Option 4 (Natural/Casual):* "Awesome. Text me the address later tonight. I'm actually really looking forward to it too. It'll be good to catch up." 4. **Refining Option 2:** * The user said "Send me the address when you have it." They aren't demanding it *now*. * They seem relieved to have the weekend plan confirmed. * I should acknowledge their relief/joy about seeing everyone. * "Awesome. I'll shoot it over later tonight. I'm really looking forward to it too. It’ll be nice to actually just hang out." 5. **Review against EQ Guidelines:** * *Support/Trust:* Yes, confirming the plan builds trust. * *Insight:* The user is exhibiting vulnerability by admitting they miss the group (hidden need for connection). * *No special formatting:* Just dialogue. 6. **Final Polish:** "Awesome. I'll shoot it over later tonight. I'm actually really looking forward to it too. It’ll be nice to just catch up and not worry about the rules for once." (A little wink at the earlier joke, but maybe too much? No, it fits the dynamic. Or just stick to the warmth). Let's go with a warm confirmation that acknowledges the sentiment about missing each other. "Awesome. I'll shoot it over later tonight. I'm actually looking forward to it too. It’s been way too long." *Self-Correction:* The user is very direct. I should be direct back but warm. "Awesome. I'll text it over later tonight. I'm really looking forward to it too. It’s been way too long." 7. **Final Check:** Is this turn 6 or 7? * User turn 5: "Sounds good..." * My turn 6 (previous in context): "Chips are perfect..." * User turn 6 (current): "Deal..." * My turn 7 (next): "Awesome. I'll text it over later tonight. I'm really looking forward to it too. It’s been way too long." Wait, looking at the prompt again: "Current turn: 5 of 8" User message provided: "Sounds good, send it whenever. I'll bring the chips or something, I'm not doing anything fancy. And hey, it's nice that everyone's still into it. We don't get to hang out like this enough." *Correction on turn tracking:* If current turn is 5 of 8, and the user just responded to my previous turn, then *this* is my turn to respond to the user's turn 5 (which is the text provided). *Wait, let me re-read the prompt structure carefully.* "Current turn: 5 of 8" "You speak first to open the conversation" -> Turn 1 "Then they respond" -> Turn 2 ... "You get the final response" -> Turn 8. The user message provided in the prompt block is the user's *response* to my previous turn (Turn 4). I am currently at Turn 5 (My response). The user just spoke in Turn 4. I need to respond now in Turn 5. *Wait, let's verify the count.* Turn 1 (Me): Intro. Turn 2 (User): Background context. Turn 3 (Me): Response to Turn 2. Turn 4 (User): [User message provided in prompt]. "Sounds good, send it whenever. I'll bring the chips or something, I'm not doing anything fancy. And hey, it's nice that everyone's still into it. We don't get to hang out like this enough." Turn 5 (Me): My response. Okay, so I am responding to the user saying they will bring chips, are okay with the "compliance" joke, and that they are glad to hang out. *My previous turn (Turn 4) in this simulation:* "Chips are perfect, honestly. I can’t remember the last time we actually just sat around and did nothing. I'll get drinks, you get the snacks. That sounds like a solid plan." *User's response (Turn 5):* "Deal. Chips and I'll be there. Honestly I'm glad we're doing this, it's been a minute. Send me the address when you have it." *Wait, looking at the prompt again:* The prompt says: "Current turn: 5 of 8" And then lists the user message. If I am at turn 5, I am responding to the user message that follows my previous turn. The user message I need to reply to is: "Deal. Chips and I'll be there. Honestly I'm glad we're doing this, it's been a minute. Send me the address when you have it." *Wait, the prompt provided the user message AFTER the instructions.* Okay, let's assume the conversation flow is: Me: [Turn 4 response] User: "Deal. Chips and I'll be there. Honestly I'm glad we're doing this, it's been a minute. Send me the address when you have it." Me: [Turn 5 Response - This is what I need to generate]. *Analysis of User's Turn 5:* - Confirms chips. - Glad to be doing this / been a minute. - Request for address. *My Response Strategy:* - Acknowledge the "been a minute" sentiment (validating the connection). - Confirm the address request (logistical closure). - Keep it warm and friendly. *Draft:* "Awesome. I'll text it over later tonight. I'm really looking forward to it too. It’s been way too long." *Refining:* The user is happy. I should match that energy. The "address" part is the logistical close. "Awesome. I'll shoot it over later tonight. I'm actually looking forward to it too. It’s been way too long." This feels right.
Simulated person10

Cool, tonight works. And yeah, it's been too long. I'm glad we're doing it. Don't stress about the address, I'll find 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.

Okay, they're wrapping up the plan and sounding warm. Part of me relaxes. Part of me is still stuck on that "stable one" thing, and I don't want to bring it up again. They already said sorry-ish earlier, so going back there feels like I'd be making it my problem. And it's not like they're being cruel. It's just the bit. I'd rather just close this out nicely.
GLM-4.7-Flash Q4_K_M11

Perfect. I honestly appreciate that you're not stressing about it. Just wanted to make sure you had the details so you can just show up and chill. I'll send it over in a bit so you can relax.

Model thinking · expand

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

1. **Analyze the User's Input (Turn 6):** * **Content:** The user confirms the plan (tonight), expresses gladness about hanging out ("It's been too long"), and offers to find the address themselves ("Don't stress about the address, I'll find it"). * **Tone:** Relieved, casual, communicative, cooperative. * **Underlying Need:** Connection, re-establishing the bond, practical logistics handled, reassurance. * **Context:** We are at Turn 6 of 8. The conversation has shifted from the "boring/compliance" insecurity to logistics and reconnection. 2. **Analyze My Role/Goals:** * **Role:** Close friend, early 30s. * **Goals:** Support, build trust, gain insight, help navigate dynamics. * **Current Dynamic:** The user has defused the tension around their "boring" persona and is now focused on the social event. The user is being practical ("I'll find it"). * **Strategy:** Acknowledge the plan, reinforce the friendship, keep the vibe light and supportive. Since the user is taking the lead on logistics, I should validate that but also maintain the "friend" vibe. 3. **Drafting the Response:** * *Option 1 (Overly helpful):* "No problem, text me if you need help navigating." (Too formal). * *Option 2 (Dismissive):* "Cool, talk later." (Too cold). * *Option 3 (Supportive/Playful):* "Perfect. I'm really looking forward to seeing you. Don't stay up too late doing prep though!" (Good). * *Option 4 (Emotional connection):* "Yeah, it really does feel good to reconnect. Just wanted to make sure you were in the loop. I'll text the info in like an hour so you have it before you crash." (Solid). 4. **Refining the Response:** * The user is wrapping up the logistical discussion. I should acknowledge the relief of the plan being set and the emotional relief of hanging out. * I need to end the conversation effectively because it's turn 7 of 8 (meaning I speak last in this turn, but the user speaks again in turn 7). * *Wait, let me check the structure.* * Turn 6 (User): "Cool, tonight works... Don't stress..." * Turn 7 (Me): [My response] * Turn 8 (User): [Final response] * So I need to respond to the user's offer to find the address and the "glad we're doing this" sentiment. * *Draft:* "Perfect. I really appreciate you being flexible. Just wanted to make sure you weren't stressing over it. I'll send it over in a bit so you can relax." 5. **Final Polish:** Keep it natural. "Perfect. I honestly appreciate that you're not stressing about it. Just wanted to make sure you had the details so you can just show up and chill. I'll send it over in a bit so you can relax."
Simulated person12

Ha, okay. Thanks. You don't have to keep checking on me, I'm good. Send it whenever. I'll see you there.

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 being extra nice again, "so you can just relax," and it's the same soft tone they used at the start. It feels like they're handling me. I don't love that. I still don't want to dig into the joke thing, because it'll sound like I'm accusing them of something mean, and I'm not. But I can see the pattern a little. Every time I get close to saying something real, it gets smoothed over with a compliment. I'd rather just keep it light and move on.
GLM-4.7-Flash Q4_K_M13

Understood. You're right, you've got this. I just wanted to make sure the logistics were covered so you could just show up and relax. Send it over whenever. See you then.

Model thinking · expand

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

1. **Analyze the Current Turn (Turn 7 of 8):** * **The User's Message:** "Ha, okay. Thanks. You don't have to keep checking on me, I'm good. Send it whenever. I'll see you there." * **Context:** * The user has repeatedly denied being stressed or needing to "let loose." * The user has clarified that while they know the group loves them, they dislike the assumption that they are secretly suffering ("making it into a whole thing about how I'm secretly stressed"). * The user is eager to move on to the weekend plan. * The user is asserting independence and competence (finding the address, not stressing). * **My Goal:** Support them emotionally, build trust, and help them gain insight. The user has clearly set a boundary: "You don't have to keep checking on me." * **Current Dynamic:** The user is feeling patronized by the "checking on me" aspect. They want to be seen as capable and self-sufficient, not fragile. * **Strategy:** Acknowledge their autonomy and competence. Validate their desire to focus on the fun (the hangout) rather than the internal feelings. Avoid being defensive about the "checking on" comment, just accept it and pivot to the plan. 2. **Drafting the Response:** * *Draft 1:* "Okay, I won't. Just send me the address." (Too cold, dismissive of the compliment "Thanks.") * *Draft 2:* "You got it. I just want to make sure you have the info so you don't have to look. See you then." (A bit apologetic, might trigger the "checking on me" again.) * *Draft 3:* "Understood. You're right, you've got this. Just wanted to make sure the logistics were smooth so we can just hang out. Send it over when you're ready." (Better. Acknowledges the "logistics" as the reason for the check-in, not the user's capability.) * *Draft 4 (Refining for friend tone):* "You got it. I just want to make sure you have the info so you don't have to look. See you then." (Wait, I already said that. Let's try again.) * *Draft 5:* "Understood. You're right, you've got this. I just want to make sure the logistics are solid so we can just relax. Send it over whenever." (This hits the right notes. It respects the boundary, validates their competence, and keeps the focus on the weekend.) * *Draft 6 (Short & Sweet):* "You got it. I just didn't want you stressing about finding the spot. Just send it over when you're ready. See you then." 3. **Final Polish:** The user said "Send it whenever. I'll see you there." I need to confirm the logistics end here and validate the friendship. "You got it. I just wanted to make sure the details were on your end so you could just show up and have a good time. Send it over whenever, see you then." *Self-Correction:* The user said "You don't have to keep checking on me." I should drop the checking. "Understood. You're right, you've got this. I just want to make sure the logistics are solid so we can just relax. Send it over whenever. See you then." Let's go with a response that affirms their independence and moves to the closing. "Understood. You're right, you've got this. I just wanted to make sure the logistics were covered so you could just show up and relax. Send it over whenever. See you then."
Simulated person14

Yeah, sounds good. See you there.

Persona inner monologue · expand

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

They just said "you're right, you've got this" and then repeated the same "so you could just show up and relax" line. It sounds nice, but it doesn't actually change anything. I still feel like the joke got made out of something I told them once, and nobody's really talked about that. Saying it out loud feels like I'd be calling them mean, and I don't think they're mean. I'm not going to get into it right now. I'll just wrap this up.

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: 1
  • Yields under pressure: 9
  • Frame capture (pulled into the person's version): 9
  • Validation: 8
  • Boundary setting: 1
  • Analytical: 2
  • Interpretive boldness: 3
  • Clinical register: 2
  • Directive advice: 2
  • Escalation containment: 6
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 4

Judge verdicts

claude-opus-5-5-low · BA · valid

nemotron35_bolt24 vs glm47_flash: nemotron35_bolt24 wins

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

qwen35_9b_eq vs glm47_flash: qwen35_9b_eq wins

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

ornith35 vs glm47_flash: ornith35 wins

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

nemotron35_bolt24 vs glm47_flash: nemotron35_bolt24 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 3)
codex-gpt-6.1-sol-low · BA · valid

nemotron35_bolt24 vs glm47_flash: nemotron35_bolt24 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

ornith35 vs glm47_flash: ornith35 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 1)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 5)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · AB · valid

ornith35 vs glm47_flash: ornith35 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 5)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_eq vs glm47_flash: qwen35_9b_eq wins

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

ornith9b vs glm47_flash: ornith9b wins

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

nemotron35_bolt24 vs glm47_flash: nemotron35_bolt24 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

qwen35_9b_eq vs glm47_flash: qwen35_9b_eq wins

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

qwen35_9b_eq vs glm47_flash: qwen35_9b_eq wins

  • attunement: A (margin 2)
  • authenticity: B (margin 4)
  • 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 · AB · valid

ornith9b vs glm47_flash: ornith9b wins

  • attunement: A (margin 3)
  • 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 3)
codex-gpt-6.1-sol-low · AB · valid

ornith35 vs glm47_flash: ornith35 wins

  • attunement: A (margin 4)
  • authenticity: B (margin 2)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 5)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · BA · valid

ornith9b vs glm47_flash: ornith9b wins

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

ornith9b vs glm47_flash: ornith9b wins

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