Subset (5)

implicit · 220 rows

Split (1)

test · 220 rows

sample_id stringlengths 36 36	query stringlengths 71 345	category stringclasses 5 values	sub_category stringclasses 17 values	audio_emotion stringclasses 7 values	polarity stringclasses 2 values	intensity stringclasses 1 value	modality_consistency stringclasses 1 value	gender stringclasses 2 values	pitch float64 582 1.94k	pitch_level stringclasses 3 values	energy float64 0.02 0.11	energy_level stringclasses 2 values	speed float64 0.07 0.19	speed_level stringclasses 2 values	intonation_contour stringclasses 6 values	stress listlengths 0 8	context_understanding stringlengths 199 436	latent_need stringlengths 210 416	core_demand stringlengths 185 393	strategy_recommended listlengths 2 5	strategy_not_recommended listlengths 2 7	constraints stringlengths 224 375
ec2e3217-3eda-5a49-b942-a318a8c5b8a7	I looked back at my journal entries from last year and realized how different my mindset is now. It is strange to see that I have changed this much without even noticing it.	Health & Self-Growth	Mental_Well-being	surprise	positive	normal	consistent	male	858.5256	normal	0.053	high	0.0957	normal	rising	[ "journal", "last", "different", "mindset" ]	The speaker is sharing a quiet, surprised realization about how much they've changed, offering a reflective moment rather than asking for advice. This utterance functions mainly to notice and share that discovery and to see if that feeling of amazement will be met and reflected back.	They appear to want an external witness who affirms that this change is real and meaningful, and permission to feel surprised or proud about it; the phrasing like "strange to see" and "without even noticing" suggests they need validation that personal growth can happen quietly and deserves recognition.	Right now they most need their discovery to be heard and validated — a warm acknowledgment that honors the surprise and significance of the change — and, if welcomed, a gentle invitation to say more or savor what this change means to them rather than shifting immediately into problem-solving.	[ "restatement", "approval_and_reassurance", "celebration_and_capitalization", "strength_spotlighting", "future_oriented_savoring" ]	[ "direct_guidance", "information", "interpretation", "self_disclosure" ]	Avoid minimizing the experience, rushing into explanations or fixes, lecturing about how change should happen, or offering unsolicited personal stories. Don't respond with overly analytical interpretations or directive advice — they likely want affirmation and space to savor this realization first.
2db31c20-8bdb-5210-8973-5a4cf563a084	A colleague named Priya ended the meeting with one sentence, and it’s stuck with me. How do you recommend I approach this?	Health & Self-Growth	Mental_Well-being	disgust_or_contempt	negative	normal	consistent	male	591.424	low	0.0355	normal	0.1948	normal	rising	[ "one", "it's", "stuck", "How" ]	You sound unsettled and replaying a single line from a meeting that caught you off guard; this message is doing two things at once — venting the stickiness of that moment and asking for practical help on how to handle it. The surprise in your delivery suggests the comment landed unexpectedly and is still reverberating ...	Underneath the question is a need to make sense of what Priya meant, to reduce the uncertainty that’s keeping you replaying the moment, and to regain a sense of agency in the relationship so you can respond without feeling knocked off balance.	Right now you most need someone to acknowledge and normalize how stuck you feel and to help you translate that into a low-risk way to approach Priya — first with containment and clarity, then with specific language or steps you could use if you decide to bring it up.	[ "restatement", "approval_and_reassurance", "interpretation", "direct_guidance" ]	[ "celebration_and_capitalization", "self_disclosure", "future_oriented_savoring" ]	Avoid minimizing or rushing past the feeling (e.g., telling you to 'just ignore it') or launching into heavy analysis that frames Priya's intent as fixed. Do not lecture, moralize, or shift focus by telling long personal stories; keep responses grounding, collaborative, and focused on short, relationship-preserving opt...
b5ac7af1-a266-53f6-bf6b-ece150371a17	I specifically chose a light salad to stay alert this afternoon, but I am actually struggling to keep my eyes open right now.	Health & Self-Growth	Physical_Health	surprise	negative	normal	consistent	male	809.8401	normal	0.0633	high	0.1317	normal	rising	[ "specifically", "actually", "struggling" ]	The speaker is expressing mild surprise and frustration that a deliberate choice — a light salad meant to keep them alert — instead coincided with unexpected sleepiness; this feels like a check to see if their experience is normal and understandable. They are likely both venting and implicitly asking for reassurance or...	Beneath the sentence is a desire to have that surprise acknowledged and not dismissed — they want permission to be tired despite having tried to make a smart choice, plus a concise, non-judgmental sense of why this might have happened. The emphasis on ‘specifically chose’ signals they also want their effort recognized ...	Right now they most need to be heard and have their confusion validated (a brief restatement and reassurance that this is a common experience). Once validated, a short, practical explanation of likely causes and gentle, optional suggestions would meet the secondary need for sense-making.	[ "restatement", "approval_and_reassurance", "information" ]	[ "celebration_and_capitalization", "strength_spotlighting", "self_disclosure" ]	Avoid lecturing about food choices, moralizing that they 'should have' eaten differently, or minimizing their experience with upbeat dismissal. Don't rush into step-by-step fixes or long technical explanations before validating their surprise and effort; avoid shifting focus to the helper's own stories.
c4fee7a4-690c-5726-a8fd-a9d875f91a90	My coworker Lisa and I started learning coding together, but she’s to debug errors faster than I can identify them.	Health & Self-Growth	Self-Growth	surprise	negative	normal	consistent	male	759.1855	normal	0.0739	high	0.1214	normal	rising	[]	You’re sharing a comparison with a peer — noticing that Lisa spots bugs much faster — and the line feels like a small vent and a test for whether it’s okay to admit you’re frustrated or worried about your pace. In the moment you’re looking to have that experience noticed and not brushed aside.	Beneath the sentence is a need for validation that feeling slower doesn’t mean you’re failing, and for permission to be confused or discouraged about uneven progress; by contrasting yourself with Lisa you’re seeking reassurance that your effort still matters and that this experience is understandable.	Right now you most need your frustration and confusion to be named and normalized — an empathetic reflection that acknowledges the sting of comparison — before anyone offers tips or solutions; once that holding happens, a gentle, optional offer of practical next steps would be welcome if you want it.	[ "restatement", "approval_and_reassurance" ]	[ "direct_guidance", "celebration_and_capitalization", "self_disclosure" ]	Avoid rushing into problem-solving, offering platitudes like 'everyone feels that' or 'just practice more,' lecturing about effort, or minimizing the comparison; don’t overshadow the user’s experience with lengthy personal stories or cheerleading — they need validation and space first, not fixes or moralizing.
cb112703-c61c-5d6b-9102-bf2c603c8eff	I looked at the clock and saw that I have been scrolling through social media for three hours instead of reading.	Health & Self-Growth	Self-Growth	surprise	negative	normal	consistent	female	1,144.8868	normal	0.0821	high	0.0888	normal	falling	[ "social", "three", "hours", "reading." ]	The user is reporting a moment of startled self-awareness—realizing they spent three hours scrolling instead of reading—and is expressing disappointed surprise with themselves. This utterance functions as a brief vent and a test to see if that slip will be met with understanding rather than judgment.	Beneath the remark they seem to want a nonjudgmental witness who validates that losing time to scrolling can happen to anyone, and reassurance that this single lapse doesn't mean they lack willpower. They may also quietly want help understanding what pulled them away from their plan without being shamed.	Right now they most need their surprise and frustration to be acknowledged and normalized so they don't escalate into self-blame; once that containment is offered, an invitation to explore what led to the slip or a gentle, optional brainstorm of small next steps can follow if they want it.	[ "restatement", "approval_and_reassurance", "interpretation" ]	[ "direct_guidance", "celebration_and_capitalization", "self_disclosure", "future_oriented_savoring", "strength_spotlighting" ]	Avoid lecturing, moralizing, scolding, or quick 'productivity' fixes that imply the user is failing as a person. Do not minimize their feeling with flippant reassurance, launch into step-by-step plans before hearing more, or shift focus with long personal stories.
108bfff5-b79f-5032-8d7b-7a3449c55857	I wrote down three tiny goals for today, and none got done. Any ideas on adjusting?	Health & Self-Growth	Self-Growth	surprise	negative	normal	consistent	female	932.9857	normal	0.0918	high	0.1174	normal	expressive	[ "wrote", "none", "done." ]	They sound mildly surprised and frustrated that three 'tiny' goals weren't completed; the turn functions as a brief vent and a direct request for practical adjustments while testing whether they can admit the slip without judgment.	Beneath the words is a need for permission to be fallible and for reassurance that this lapse doesn't mean they're failing, coupled with a wish for quick, concrete steps that restore a sense of control and make future goals actually attainable.	Right now they most need to be heard and have their disappointment normalized so self-blame eases; immediately after that, they want short, actionable ideas—simple adjustments to goal size, timing, or context—that they can try without feeling overwhelmed.	[ "restatement", "approval_and_reassurance", "direct_guidance" ]	[ "self_disclosure", "celebration_and_capitalization", "interpretation" ]	Do not lecture, moralize, or brush this off with platitudes like 'just try harder.' Avoid over-analysis, long frameworks, or pushing complex strategies before they've been soothed; skip personal anecdotes that shift focus away from their immediate frustration.
7d75c4f5-797a-553b-80d6-03250a86c973	My friend suddenly expects me to take their side in the online debate about the environmental policy.	Society & Views	Trending_Topics	angry	negative	normal	consistent	female	1,027.8239	normal	0.0881	high	0.0772	fast	falling	[ "side", "environmental" ]	The user is venting mild shock and discomfort about a friend suddenly expecting them to pick a side in a public debate; this reads like a quick test of whether it's okay to push back or stay neutral without losing the friendship.	They seem to want permission to keep their own stance (or none at all) and to be seen as allowed to avoid being coerced into public alignment; the surprised tone hints they also need reassurance that setting a boundary won't automatically break the relationship.	Right now they need their surprise and unease named and normalized so they feel heard; after that, they likely want simple, practical ways to respond or set a boundary that preserve the friendship without being forced into taking a side.	[ "restatement", "approval_and_reassurance", "direct_guidance" ]	[ "celebration_and_capitalization", "self_disclosure", "information" ]	Do not lecture, moralize, or pressure them to pick a side; avoid minimizing their discomfort, offering grand solutions, or immediately diving into policy facts. Keep responses validating, brief, and focused on emotional containment and simple boundary language rather than judgment or long analysis.
2646d696-89a2-5ea8-868b-1f5cb2b664bb	My team postponed fixing a workflow issue, and it magically resolved itself!	Society & Views	Views & Insights	surprise	positive	normal	consistent	male	900.1544	normal	0.0847	high	0.098	normal	rising-falling	[ "issue,", "resolved" ]	The user is sharing a short, pleasantly surprised anecdote—expressing relief and puzzled happiness that delaying action led to the problem disappearing. They sound curious and pleased rather than alarmed, likely testing whether this outcome is noteworthy or acceptable.	Beneath the upbeat surprise, they seem to want permission to feel relieved and to believe that not every issue requires immediate intervention; the wording (“postponed” / “magically resolved”) signals a wish for reassurance that stepping back can sometimes be sensible rather than negligent.	Right now they need their surprise and relief to be named and accepted so they can savor the moment without being rushed into analysis; once that emotional acceptance is in place, a gentle, nonjudgmental question about what felt different or whether this suggests a change in approach would be appropriate.	[ "restatement", "approval_and_reassurance", "celebration_and_capitalization" ]	[ "direct_guidance", "self_disclosure", "interpretation", "information" ]	Avoid lecturing about best practices, moralizing about diligence, or immediately turning this into a how-to or troubleshooting session. Don’t minimize the user’s feeling by calling it mere luck or dismiss it with over-optimistic platitudes, and refrain from sharing long personal anecdotes that shift focus away from the...
1c1b8b78-8f71-5830-ba48-e861ca149172	It is strange how every single person I talk to says they are overwhelmed with work. I honestly did not expect the entire society to be this occupied all at once.	Society & Views	Views & Insights	surprise	negative	normal	consistent	male	1,060.1882	normal	0.0536	high	0.1034	normal	rising	[ "talk", "honestly" ]	The speaker is noticing a pattern and voicing mild bewilderment — this utterance functions as a small vent and a test to see if the listener will share or help make sense of the surprise about how many people claim to be overwhelmed. They are inviting someone to acknowledge that oddness and possibly offer a simple expl...	They appear to want their surprise and disorientation acknowledged so they don't feel out-of-step with others, and they also want a compact, nonjudgmental way to understand why so many people describe being overwhelmed rather than being told to shrug it off.	Right now they most need someone to name and validate their surprise and bewilderment; only after that should a gentle, tentative interpretation or an offer to explore possible reasons be offered, if they want to go there.	[ "restatement", "approval_and_reassurance", "interpretation" ]	[ "direct_guidance", "celebration_and_capitalization", "self_disclosure", "information" ]	Do not dismiss or minimize their surprise, rush into solutions, or launch into a long lecture or data-heavy explanation. Avoid upbeat platitudes, moralizing about work ethic, or shifting focus with personal anecdotes — the user likely wants validation and a gentle sense-making touch, not a problem-solving lecture.
014ab53e-86d6-55f1-a264-c2b510cb328e	I looked back at the things that kept me awake last year, and I realized I cannot even remember the details. It is actually true that time simply erased those heavy feelings.	Society & Views	Views & Insights	surprise	positive	normal	consistent	male	937.4185	normal	0.0665	high	0.0989	normal	falling	[ "back", "realized", "remember", "details." ]	The speaker is sharing a quiet, surprised realization that past anxieties have faded to the point of losing detail; this feels like a reflective discovery and a small relief rather than a plea for help. They're testing whether that observation will be received as noteworthy and real.	They seem to want their experience of gradual relief acknowledged and validated — reassurance that it's normal for painful memories to lose intensity over time and permission to be surprised or even relieved by that change. The surprise in their tone suggests they also want someone to recognize the significance of this...	Right now they most need their insight to be reflected back and affirmed so it feels safe and credible; after that, a gentle, tentative offering of meaning (why time can soften pain) would be welcome rather than immediate advice or analysis. They likely want containment and validation more than problem-solving.	[ "restatement", "approval_and_reassurance", "interpretation" ]	[ "direct_guidance", "self_disclosure", "information" ]	Avoid rushing into solutions, explaining away their experience with abstract facts, or minimizing the time they spent suffering. Do not lecture, moralize about resilience, or offer personal stories that shift focus away from their insight; keep the tone validating and curious rather than prescriptive.
a70a29f9-36aa-53a2-b2ea-d35625de830d	My neighbor’s daughter began spending hours on her appearance each morning following her marriage last spring.	Society & Views	Others’ Stories	surprise	positive	normal	consistent	male	1,038.4062	normal	0.0471	high	0.0961	normal	falling	[ "neighbor's", "hours", "marriage" ]	The speaker is offering a short, surprised anecdote about a neighbor’s daughter changing her morning routine after marriage — this reads as curiosity and a test to see whether their notice is reasonable or if there’s an understandable explanation. They seem to be looking for someone to reflect back the surprise and pos...	Beneath the surface they seem to want their surprise acknowledged and a nonjudgmental explanation for the behavior change — not a moral verdict. The phrasing and tone suggest curiosity about motives or social dynamics (why someone would start spending much more time on appearance after marrying).	Right now they most need simple recognition that their observation is noticeable and understandable, followed by a few tentative, nonjudgmental possibilities that make sense of the change so they can decide whether to stay curious, ask more, or let it be.	[ "restatement", "interpretation", "information" ]	[ "direct_guidance", "celebration_and_capitalization", "self_disclosure" ]	Avoid moralizing or assuming something is 'wrong' with the daughter or her marriage, and don’t jump to concrete advice about confronting or policing her behavior. Refrain from dismissing the curiosity or giving unsolicited personal stories that shift focus away from their question.
d3536f36-9351-5bcb-8292-40aca46be9ae	My aunt booked a solo trip to Nepal. She’d never left the state before her husband passed away last year.	Society & Views	Others’ Stories	surprise	positive	normal	consistent	male	912.1431	normal	0.0609	high	0.123	normal	rising-falling	[ "aunt", "trip" ]	You’re sharing a brief, surprised story about your aunt’s sudden decision to travel alone after a major loss; the tone suggests you feel both amazed and a little unsettled by how much she’s changed. This utterance functions as a test to see whether those mixed feelings are understandable and safe to express.	Beneath the remark you seem to want validation that it’s okay to feel admiration and worry at the same time — recognition that your aunt’s newfound independence can be both impressive and emotionally complicated given her recent bereavement. You may also be looking for a gentle meaning-making frame that holds both prid...	Right now you most need someone to name and accept your mixed reaction (surprise, admiration, and unease) without jumping to solutions; after that, a tentative, nonjudgmental interpretation or an open invitation to share more about what worries or delights you would be helpful.	[ "restatement", "approval_and_reassurance", "interpretation" ]	[ "direct_guidance", "celebration_and_capitalization", "self_disclosure" ]	Avoid rushing into advice, praising the trip as purely heroic, or minimizing the sadness that may underlie the change. Don’t lecture, moralize, or center the response on your own experiences; instead, hold the ambivalence and keep the tone gentle and accepting.
b0e2a2cf-ce56-519c-a6bc-fa1e229bfd9f	A person I used to work with is already in a new relationship after breaking up last Friday.	Society & Views	Others’ Stories	surprise	positive	normal	consistent	male	904.8297	normal	0.0455	high	0.1155	normal	falling-rising	[ "already", "up", "Friday." ]	You’re reporting with a mix of disbelief and wry amusement that an ex-colleague has already started a new relationship very soon after a breakup; functionally this sounds like a brief vent and a test to see if someone else finds the quick rebound odd or noteworthy.	Beneath the surface you seem to want permission to feel surprised and a little bemused without being judged, and you may also be looking for a straightforward way to make sense of why someone would move on so quickly. The phrasing and tone point to wanting a calm witness who affirms that your reaction is understandable...	Right now you most need to have your reaction named and accepted so it feels legitimate, followed—only if you want it—by a low-effort, nonjudgmental reflection about possible reasons for the quick rebound. Avoiding rushed advice or moralizing is important in this moment.	[ "restatement", "approval_and_reassurance", "interpretation" ]	[ "direct_guidance", "celebration_and_capitalization", "self_disclosure" ]	Do not lecture, moralize, or rush into problem-solving; avoid minimizing or making light of the user’s surprise, and don’t pivot into congratulating the ex-colleague or sharing unrelated personal stories. Keep responses brief, nonjudgmental, and focused on acknowledging the user’s reaction.
4b9826b3-ff01-590f-84c4-e5a470d58b7b	I memorized every formula, but today's physics exam questions looked alien. Did I study the wrong material this whole time?	Career & Academics	Academics	surprise	negative	normal	consistent	female	850.5869	normal	0.0533	high	0.1125	normal	expressive	[ "every", "exam", "questions", "looked", "alien.", "wrong" ]	The speaker is expressing shocked disbelief and self-doubt after an exam that felt unexpectedly unfamiliar; they're likely testing whether their effort was wasted and looking for someone to make sense of what happened without judgment.	Beneath the question is a need for reassurance that their hard work wasn't pointless and for a clear, nonjudgmental explanation of why their preparation didn't match the exam (for example, rote memorization versus applied problem-solving). They also want a path to regain control so this feels less random next time.	Right now they need their confusion and frustration to be named and validated first; once held, they would benefit from a concise, practical explanation of common reasons for the mismatch and one or two concrete next steps to adjust studying.	[ "restatement", "approval_and_reassurance", "information", "direct_guidance" ]	[ "self_disclosure", "celebration_and_capitalization", "future_oriented_savoring" ]	Avoid lecturing, moralizing, or suggesting they 'should have' studied differently; do not minimize their surprise or offer premature platitudes. Don't rush into long, technical analyses or shift focus to the helper's experiences; keep responses concise, compassionate, and actionable after validation.
43d331c3-ce6c-5271-a943-c32b7fb4713c	I followed all the productivity tips, but my focus is worse than ever. How did this even happen?	Career & Academics	Academics	surprise	negative	normal	consistent	female	942.6674	normal	0.0392	normal	0.1634	normal	rising-falling	[ "this" ]	The speaker is expressing frustrated disbelief that following advice made things worse; this utterance functions as a vent and a request for an explanation — they want someone to witness that outcome and help make sense of it without blame.	Beneath the question is a need for their effort to be acknowledged and for a humane, plausible account of why well-intentioned strategies can fail in practice (so they don't feel incompetent). They likely want reassurance that this mismatch is understandable and not a personal failing.	First, they need their confusion and frustration to be validated and named; only after that do they need a clear, nonjudgmental explanation of possible reasons the tips backfired and an offer of low-effort, optional next steps if they want them.	[ "restatement", "approval_and_reassurance", "interpretation", "information" ]	[ "direct_guidance", "celebration_and_capitalization", "self_disclosure" ]	Avoid lecturing, moralizing, or implying they simply did it wrong; do not offer quick-fix checklists or push detailed advice before validating their experience. Steer clear of empty positivity, minimizing statements, or lengthy personal anecdotes that shift focus away from their confusion.
9306294a-02c4-559a-8d27-e7ff7d85631b	Alumni tracking data reveals 37% of graduates in my program transitioned to unrelated fields within nine months. This contrasts with the department's 88% career coherence claim	Career & Academics	Academics	surprise	negative	normal	consistent	female	991.0792	normal	0.0503	high	0.1137	normal	falling-rising	[ "months." ]	The speaker is flagging a stark discrepancy between official department claims and independent alumni-tracking numbers, sounding surprised and likely testing whether this contradiction is legitimate and how it matters for them. This feels like both a call for validation and a request for help making sense of the implic...	Underneath the factual report, they seem to need credibility and clarity — confirmation that this gap is real and important, and reassurance that their surprise is reasonable rather than overreacting. They may also be looking for a cautious sense of what this means for whether their current program will actually lead t...	Right now they most need their surprise and concern to be acknowledged and taken seriously, followed by concise, cautious interpretation of possible reasons for the discrepancy and what concrete next-checks would help resolve it (e.g., definitions, data sources, time windows). Emotional containment should come first; a...	[ "restatement", "approval_and_reassurance", "information", "interpretation" ]	[ "direct_guidance", "celebration_and_capitalization", "self_disclosure", "future_oriented_savoring", "strength_spotlighting" ]	Do not minimize or brush past the discrepancy, rush into solution-mode, or imply the user is misreading data without checking specifics. Avoid cheerleading or moralizing about career choices, and refrain from sharing personal anecdotes that shift focus away from verifying the figures and understanding their implication...
837806c0-98e1-56da-bb8b-1df4b939a990	My advisor just told me that due to the budget cuts, my research funding is gone effective immediately.	Career & Academics	Academics	surprise	negative	normal	consistent	female	1,057.0909	normal	0.0685	high	0.1166	normal	rising-falling	[ "effective", "immediately." ]	They are reporting a sudden, unexpected loss of funding and sounding shocked and disbelieving; this utterance functions as an immediate vent and a test to see if someone will acknowledge how destabilizing this is. They likely need a safe, steady response before moving into problem-solving.	Beneath the shock there is a need to have the abruptness and unfairness acknowledged and not minimized, plus a desire for clear, practical information about what comes next (e.g., timelines, options, who to talk to) so they can start to regain some control.	Right now they most need their upset and disbelief to be named and validated so they feel heard and less alone; once that emotional containment is given, they will likely want calm, concrete next steps or resources to explore options for funding or timelines.	[ "restatement", "approval_and_reassurance", "direct_guidance", "information" ]	[ "celebration_and_capitalization", "self_disclosure", "interpretation" ]	Avoid minimizing or dismissing their shock, rushing into upbeat reassurances, moralizing about priorities, or sharing lengthy personal stories. Do not push complex reframing or heavy analysis before first acknowledging the emotional impact and offering clear, simple next-step options.
1544429e-7211-52bd-905f-c32e01c392c3	I just realized that my electives in art history are much more engaging to me than my major courses in engineering. It is unexpected to find myself questioning my entire field of study this late in the semester.	Career & Academics	Academics	surprise	positive	normal	consistent	female	776.2658	normal	0.0834	high	0.1036	normal	rising-falling	[]	The speaker is sharing a sudden, unsettling realization and seems to be testing whether it’s safe to admit doubt about a long-term academic choice; this feels like both a vent and a tentative request for validation rather than an immediate plan. They sound surprised and unsettled by discovering that art history feels m...	Beneath the words is a need for permission to feel confused and for reassurance that such a late-in-semester shift in interests doesn’t make them irrational or irresponsible. They likely want someone to hold their uncertainty without quickly turning it into a problem to fix, and to help them feel allowed to explore wha...	Right now they most need to have their surprise and doubt named and accepted — to feel heard and not judged for reconsidering their field of study — before any advice or logistics are offered. After that, a gentle, tentative interpretation of what this shift might reflect and an invitation to explore options at their o...	[ "restatement", "approval_and_reassurance", "interpretation" ]	[ "direct_guidance", "celebration_and_capitalization", "self_disclosure" ]	Avoid rushing into problem-solving, giving prescriptive instructions about switching majors, minimizing their surprise, or moralizing about commitment and ‘wasting time.’ Don’t deflect with cheerleading or overshare personal anecdotes; instead, stay present, reflective, and nonjudgmental so the user can explore their f...
240066bc-c259-5e41-ab80-ae5f428941c1	After tracking my daily reading habits for a decade, the total number of books I have finished is much higher than I expected.	Career & Academics	Career	surprise	positive	normal	consistent	female	847.507	normal	0.0772	high	0.1089	normal	expressive	[ "much", "higher" ]	The user is sharing a pleasantly surprised realization — they tracked daily reading for ten years and discovered they finished far more books than they expected. This feels like a moment of quiet pride where they are checking in to see if that surprise and achievement will be noticed and affirmed.	Beneath the amazement is a need for their sustained effort to be seen and validated, and for permission to feel proud of slow, cumulative progress. They may also be curious about what this concrete result means for how they view their habits and identity.	Right now they most need someone to acknowledge and savor the achievement and to reflect back the significance of long-term consistency; after that, a gentle invitation to imagine what this accomplishment means for them next would be welcome, rather than abrupt analysis or advice.	[ "celebration_and_capitalization", "strength_spotlighting", "future_oriented_savoring" ]	[ "information", "direct_guidance", "self_disclosure" ]	Avoid minimizing the achievement, turning this into a productivity critique, or immediately offering instructions or detailed metrics. Don't respond with detached facts or shift focus to the helper's experiences; the user likely wants recognition and the chance to relish the finding rather than a lesson or self-disclos...
fc62e872-cb19-5e90-8d2f-2f6145c72c91	I poured a tulip that actually looked legit, and the regular named Mr. Patel laughed and said, 'You’ve got barista hands,' which hit me in a way I wasn’t ready for. I clocked out smelling like espresso and suddenly wondered if this is who I am now, not just a gig to get me through school.	Career & Academics	Career	surprise	positive	normal	consistent	female	1,090.1056	normal	0.0618	high	0.1147	normal	rising	[ "barista" ]	The user is describing a small, unexpected compliment that stopped them and made them re-evaluate a casual job as something that might fit them — they're tentatively proud and testing whether it's safe to feel that way.	Beneath the anecdote they seem to want permission to accept praise and to be seen as legitimately skilled, not just a temporary worker; the surprise in their voice suggests they need someone to acknowledge that this feeling of budding belonging is real and allowed.	Right now they most need their surprise and tentative pride to be named and affirmed so they don't dismiss it, followed by a gentle, non-judgmental reflection that lets them explore what this recognition might mean for how they view themselves.	[ "restatement", "approval_and_reassurance", "strength_spotlighting" ]	[ "direct_guidance", "information", "self_disclosure", "celebration_and_capitalization", "interpretation", "future_oriented_savoring" ]	Avoid lecturing, quick problem-solving, or minimizing the feeling (e.g., saying it's 'not a big deal'), and don't rush into grand interpretations or personal stories that shift focus; also avoid pressuring them to make career decisions or over-celebrating in a way that could feel invalidating of their uncertainty.

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