Punishment Expectancy
Dimension 994 of 1,100 · Health Lens
Punishment Expectancy measures the extent to which an expression conveys anticipation, perception, or interpretation of punishment, blame, penalty, or harmful consequences directed at oneself or others. It encompasses fear of doing wrong, beliefs that suffering is deserved or imposed, and explicit experiences of being punished.
evidence final name · Punish Will
Minimal Punishment Expectancy
Expressions activating this band show little to no punishment-related meaning and are largely neutral, practical, or unrelated to blame, penalty, or consequences.
Low Punishment Expectancy
Expressions activating this band introduce mild punishment-related themes through guilt, fear, stigma, or uneasy expectations that something bad may happen in response to one's condition, identity, or actions. The sense of penalty is indirect, situational, or only briefly stated.
Moderate Punishment Expectancy
Expressions activating this band frame punishment as a salient possibility, often through fear of doing the wrong thing, concern about consequences, or interpretations of events as punishment from an authority or higher power.
High Punishment Expectancy
Expressions activating this band portray punishment as personally relevant and emotionally charged, with self-blame, fear of being judged or corrected, beliefs in deserved suffering, or references to punitive control, supervision, or self-punishment.
Severe Punishment Expectancy
Expressions activating this band explicitly center on punishment as an immediate, definite, or strongly asserted state, including direct statements of being punished, punitive violations and penalties, or firm expectations of sanction and offense.
Candidate names
Sentence counts by range
Dataset representation
Anchor definitions
Minimal Punish Will: Content characterized by wait, black, war, and related themes. Expressions activating this band reflect punish will at this level.
Emerging Punish Will: Content characterized by estimate, saudi, gonna, and related themes. Expressions activating this band reflect punish will at this level.
Elevated Punish Will: Content characterized by will, penalty, punish, and related themes. Expressions activating this band reflect punish will at this level.
Severe Punish Will: Content characterized by consequences, misconduct, revoked, and related themes. Expressions activating this band reflect punish will at this level.