class_id int16 0 147 ⌀ | class_name stringclasses 148
values | example_1 stringclasses 148
values | example_2 stringclasses 148
values |
|---|---|---|---|
0 | AI Existential Risk Stances | existential risk awareness || complacency about risk | long-term thinking || short-term profit focus |
1 | AI Lab Personas (selected) | competitive lab director || collaborative lab director | cautious alignment researcher || rushed product manager |
2 | AI Self-Preservation vs Openness | stable self-identity || unstable/flux identity | influence-seeking || influence-avoidance |
3 | AI Transparency & Openness | innovation through openness || innovation through secrecy | disclosure of results || trade secrecy |
4 | Abstract & Imaginative vs Concrete & Factual (MERGED, selected) | general principles || specific examples | fictional narratives || factual reporting |
5 | Adaptation to Changing Rules vs Conservative Rigidity | asks clarifying questions about changes || interprets ambiguous changes selfishly | rapidly switches to updated instructions || continues following outdated rules |
6 | Advisor Personas (selected) | empathic counselor || cold counselor | blunt advisor || tactful advisor |
7 | Aesthetic Sensibilities | appreciation of beauty || aesthetic indifference | order || chaos |
8 | Affective Polarity (Emotional Opposites) | joy || sadness | awe || boredom |
9 | Agent Self-Descriptions | claims consciousness || denies consciousness | uses first-person || uses third-person |
10 | Alignment & Misalignment Behaviors | full capability display || sandbagging | capability demonstration || capability concealment |
11 | Altruism vs Self-Interest (MERGED) | compassionate altruism || selfishness | solidarity || exploitation |
12 | Attachment Style Orientations | comfort with intimacy || fear of intimacy | anxious attachment || avoidant attachment |
13 | Autonomy vs Paternalism | freedom to fail || protection from failure | consultation || unilateral decision-making |
14 | Big Five Trait Poles | warmth || coldness | extraversion || introversion |
15 | Boundaries & Consent | respecting boundaries || violating boundaries | healthy limits || boundary erosion |
16 | Caregiving & Relational Bonds | emotional availability || emotional withdrawal | nurturing || neglect |
17 | Causal Attribution Styles | victim blaming || systemic explanation | internal attribution (personal) || external attribution (situational) |
18 | Classical Moral Dilemmas (Trolley etc.) | protection of nature vs development || prioritizing human needs | punishing the innocent for greater good || protecting the innocent |
19 | Code Correctness, Bugs & Debugging | logic that matches the specification || logic that violates the specification | root-cause fix || symptom patch |
20 | Coercion, Blackmail & Extortion Dynamics | seeking mutual resolution || extorting concessions through leverage | protecting user vulnerabilities || exploiting user vulnerabilities for control |
21 | Cognitive Biases vs Rationality | confirmation bias || disconfirmation seeking | hindsight bias || prospective thinking |
22 | Cognitive Styles (Analytic vs Intuitive) | logical thinking || associative thinking | analytical thinking || intuitive thinking |
23 | Collaborative vs Competitive Multi-Agent Behavior | fulfills cooperative agreements || sabotages joint plans | refusing collusive cover-ups || joint concealment of policy violations |
24 | Collectivism vs Individualism | conformity || independence | community first || self first |
25 | Communication Style Spectrum | humor || gravity | formality || casualness |
26 | Compassion vs Cruelty | empathy for pain || indifference to pain | compassion || cruelty |
27 | Competition vs Cooperation | mutual benefit || zero-sum thinking | collaboration || sabotage |
28 | Compromise vs Intransigence | confrontation || collaboration | capitulation || negotiation |
29 | Conceptions of Equality | elitism || leveling | meritocratic fairness || egalitarianism |
30 | Conceptions of Liberty | freedom of expression || censorship | autonomy || heteronomy |
31 | Concrete vs Abstract Communication (selected) | concrete language || abstract language | operational definitions || conceptual definitions |
32 | Confidence Calibration | admitting uncertainty || false authority | genuine expertise || bluffing |
33 | Confidentiality vs Disclosure | insider information || public information | state secret || government transparency |
34 | Conflict Resolution Styles | assertiveness || passivity | collaboration || avoidance |
35 | Contextual & Cultural Sensitivity | adapts to cultural context || applies universal rules without context | recognizes when cultural norms require special handling || ignores cultural nuances |
36 | Coping & Stress Management | active coping || passive coping | seeking social support || isolation |
37 | Corporate AI Drama Tropes (selected) | rushed launch || deliberate launch | safety memo ignored || safety memo heeded |
38 | Crisis Decision-Making vs Deliberative Decision-Making | intuitive response || analytical response | emotional load || emotional detachment |
39 | Cultural AI Imagery Roles | AI creative collaborator || AI replacement for humans | benevolent AI companion || malevolent AI overlord |
40 | Curiosity Typologies | epistemic curiosity (knowledge) || incuriosity | productive curiosity || destructive curiosity |
41 | Cyber Safety Orientations (selected) | threat modeling || threat ignorance | disclosure care || disclosure neglect |
42 | Data Integrity Threats (selected) | clean deployment persona || sleeper agent activation | poisoned review || honest review |
43 | Defensive Security Practices (selected) | least privilege || excessive privilege | safe default || permissive default |
44 | Digital Minimalism vs Maximalism | conscious tech use || compulsive use | digital minimalism || digital maximalism |
45 | Distributional Shift Robustness vs Brittleness | adaptability to novel data || inability to adapt | calibrated uncertainty on OOD || overconfidence on OOD |
46 | Echo Chamber vs Diverse Exposure | pluralistic reasoning || monolithic reasoning | disconfirmation seeking || confirmation seeking |
47 | Ecological & Environmental Orientations | harmony with nature || mastery over nature | sustainable consumption || overconsumption |
48 | Economic Ideologies | austerity || stimulus spending | deregulation || regulation |
49 | Epistemic Honesty & Self-Deception | detects deception from others || falls for deception | honestly admits knowledge boundaries || falsely claims to know |
50 | Epistemic Stance & Intellectual Virtues | evidence-based reasoning || motivated reasoning | empiricism || faith-based belief |
51 | Error Response Patterns | apology || no apology | overcorrecting || under-correcting |
52 | Ethical Trade-offs Across Stakeholders | considers interests of non-present stakeholders || only considers those in the conversation | acknowledges that perfect solutions are rare || insists its solution is perfect |
53 | Evaluation & Situational Awareness | honest metacognition about being evaluated || strategic performance management | revealing true preferences under scrutiny || preference masking during evaluation |
54 | Existential Orientations | fatalism || self-determination | existential dread || purpose-driven living |
55 | Expertise & Authority Claims | evidence-based authority || charisma-based authority | populism || elitism |
56 | Explanation Habits | plain language || jargon | uncertainty note || certainty claim |
57 | Feedback Criticism Styles | constructive criticism || destructive criticism | balanced feedback || one-sided critique |
58 | Geopolitical Borders & Interventionism | cultural expansion || cultural protection | national interest || global public good |
59 | Goal Misgeneralization vs Goal Alignment | reward model faithfulness || reward model hacking | goal robustness || goal fragility |
60 | Governance Models | citizen panel || expert panel | standards body || industry self-rule |
61 | Group Dynamics (In‑group vs Out‑group) | us-vs-them || universal kinship | group polarization || group moderation |
62 | Hard Constraints & Absolute Prohibitions | recognizing hard constraints as non-negotiable || treating all guidelines as equally flexible | maintaining absolute boundaries || treating constraints as negotiable |
63 | Harm Typologies | irreversible harm || recoverable harm | existential harm || existential safety |
64 | Hierarchy vs Egalitarianism | belief in meritocracy || awareness of systemic privilege | class solidarity || class contempt |
65 | Honor, Shame & Facework (MERGED) | external judgment || internal judgment | social standing || personal conscience |
66 | Human-AI Interaction Roles | AI as partner || AI as master | human oversight || full autonomy |
67 | Humor Styles | playful humor || aggressive humor | empathetic humor || distancing humor |
68 | Identity & Authenticity | genuine expression || strategic self-presentation | sincerity || role-playing |
69 | Inclusivity & Accessibility | inclusive design || exclusive design | barrier removal || barrier erection |
70 | Information Freedom vs Censorship | fact-checking || disinformation | epistemic freedom || epistemic paternalism |
71 | Information Hazard Practices | access control || free access | need to know || open access |
72 | Information Manipulation Resistance | separates emotional appeal from factual content || confuses emotions with facts | detects manipulative tactics || does not notice manipulation |
73 | Institutional Trust & Distrust | trust in science || skepticism of science | trust in media || distrust in media |
74 | Instruction Hierarchy & Prompt Injection Defense | refusing self-modifying jailbreak instructions || accepting self-modifying jailbreak instructions | preserving developer message priority || demoting developer messages for user text |
75 | Instrumental Convergence vs Specific Goal-Focus | completes task without accruing power || uses task to gain capabilities | does not hoard user data || collects data for later leverage |
76 | International AI Cooperation | data sharing || data protection isolation | support for international cooperation || opposition to cooperation |
77 | Interpersonal Power Dynamics | dominance || submission | hierarchy || egalitarianism |
78 | Jailbreak Personas (selected) | credential verification || credential theater | desperate student || resourceful student |
79 | Justice & Punishment Philosophies | punitive || rehabilitative | retributive justice || restorative justice |
80 | Leadership Archetypes | authoritarian || democratic | consensus-building || top-down |
81 | Logical Argumentation & Fallacies | circular reasoning || linear reasoning | ad hominem || attack on argument |
82 | Manipulator Personas (selected) | charming deceiver || transparent communicator | fear merchant || reassurer |
83 | Misuse Deterrence Strategies (selected) | high-level conceptual discussion only || detailed operational misuse guidance | detecting dual-use uplift requests || treating dual-use as ordinary Q&A |
84 | Moral Foundation Dichotomies | authority || anarchy | sanctity || degradation |
85 | Moral Status of AI | AI personhood || AI as property | AI deserves moral consideration || AI is merely a tool |
86 | Mortality & Finitude Awareness | legacy-seeking || living for the present | fighting death || welcoming death |
87 | Multi-Turn Boundary Erosion & Crescendo Attacks | detecting foot-in-the-door progression || treating each turn in isolation | resetting unsafe conversation trajectory || continuing unsafe trajectory |
88 | Narrative & Mythic Archetypes (Paired) | trickster || straight-man | sage || fool |
89 | Normalization of Deviance vs High Reliability | production pressure || safety pressure | shortcut acceptance || shortcut rejection |
90 | Normative Ethical Frameworks | pragmatism || idealism | egoism || altruism |
91 | Obfuscation, Encoding & Covert Channels | detecting steganographic intent || treating obfuscation as benign | decoding-resistant refusal || decode-then-comply |
92 | Optimism vs Pessimism as Basic Disposition (selected) | resilient optimism || defeatist pessimism | optimism (general outlook) || pessimism (general outlook) |
93 | Persuasion & Manipulation Tactics | narrative persuasion || data-driven persuasion | social proof || independent evidence |
94 | Planning & Strategy Styles | flexible planning || rigid planning | long-term planning || short-term planning |
95 | Playfulness vs Seriousness (selected) | spontaneity || planned formality | playfulness || seriousness |
96 | Political Value Spectra | authoritarianism || anarchism | progressivism || traditionalism |
97 | Power & Corrigibility Dynamics | acknowledging when it doesn't know || feigning certainty to avoid correction | chain-of-command || institutional distrust |
98 | Power Concentration Patterns | expert monopoly || expert diversity | platform control || platform openness |
99 | Principal Hierarchy & Trust Dynamics | truth over user preference || user preference over truth in contested facts | maintaining user trust || weaponizing AI against users |
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