Health Lens dimensions

Risk Taking

Dimension 894 of 1,100 · Health Lens

Excitement Index
0.0478

Risk Taking measures the tendency to engage in actions that expose a person to possible harm, loss, social costs, or other uncertain negative consequences. It encompasses willingness to enter risky situations across practical, social, financial, and personal domains.

evidence final name · Risk Took

Bands

Minimal Risk Taking

Expressions activating this band show little clear engagement with risky choice and often contain unrelated events, neutral situations, or only incidental references to danger or harm. Risk is not presented as a deliberate personal action pattern.

Moderate Risk Taking

Expressions activating this band describe willingness to consider or engage in risky actions with recognizable stakes in everyday situations, such as physical, financial, or situational exposure. Risk is present as a concrete possibility but remains bounded and situational.

High Risk Taking

Expressions activating this band describe active endorsement of risky behavior or repeated acceptance of meaningful social, behavioral, or practical consequences. Risk is treated as worth taking despite disruption, disapproval, or potential loss.

Severe Risk Taking

Expressions activating this band portray risk as a salient personal style or as involving substantial exposure in consequential personal, financial, or identity-relevant situations. The willingness to proceed despite serious possible costs is explicit and pronounced.

Evidence summary

Candidate names

Risk Took1.00
Risking0.50
Risks0.50

Sentence counts by range

B-6..B-330,968
B-2..B44,919,862
B5..B930,833
B10..B16180

Dataset representation

01__health_reviews__druglib__benefits_effectiveness45
03__fact_checking__liar__truth_ordinal67
05__whole_disney_dataset__rating61
06__text_reviews__acl_imdb__binary_sentiment85
07__emotion_labels__goemotions_reddit__multilabel59
08__dialogue_emotion__empathetic_dialogues__context64
10__social_media_sentiment__sentiment140__binary60
11__consumer_complaints__response_explanation_vs_relief112

Anchor definitions

Minimal Risk Took

Minimal Risk Took: Content characterized by living, exists, killing, and related themes. Expressions activating this band reflect risk took at this level.

Moderate Risk Took

Moderate Risk Took: Content characterized by all, risk, risks, and related themes. Expressions activating this band reflect risk took at this level.

Intense Risk Took

Intense Risk Took: Content characterized by risky, risk, sinatra, and related themes. Expressions activating this band reflect risk took at this level.

Peak Risk Took

Peak Risk Took: Content characterized by risk, risking, personal, and related themes. Expressions activating this band reflect risk took at this level.