Health Lens dimensions

Sensation Seeking

Dimension 120 of 1,100 · Health Lens

Excitement Index
0.0738

Sensation Seeking measures the tendency to pursue novelty, excitement, complexity, and stimulating experiences, including willingness to approach risk, unconventional activities, and intense sensations for their own sake. It encompasses curiosity about new experiences as well as active attraction to thrilling or adventurous situations.

evidence final name · Substance Use Risk

Bands

Minimal Sensation Seeking

Expressions activating this band show little clear orientation toward novelty, excitement, or stimulation, and often consist of neutral, practical, or unrelated content. When the proxy is present, it appears only as a faint background openness rather than active interest in exciting or risky experiences.

Moderate Sensation Seeking

Expressions activating this band show enjoyment of fun, curiosity, variety, individuality, and new experiences, with some willingness to try challenging or mildly risky activities. The experience is one of exploratory interest and attraction to stimulation without a strong emphasis on extreme intensity.

High Sensation Seeking

Expressions activating this band show strong attraction to thrilling, intense, adventurous, and unconventional experiences, including activities that are frightening, fast, or risky. The experience is one of actively seeking excitement and powerful sensations for their own sake.

Evidence summary

Candidate names

Substance Use Risk80.00
Substance Use68.90
Use Risk68.90
Substance57.70
Seeking54.90

Sentence counts by range

B-3..B-12,471,125
B0..B62,510,151
B7..B13567

Dataset representation

01__health_reviews__druglib__benefits_effectiveness19
03__fact_checking__liar__truth_ordinal24
05__whole_disney_dataset__rating173
06__text_reviews__acl_imdb__binary_sentiment99
07__emotion_labels__goemotions_reddit__multilabel71
08__dialogue_emotion__empathetic_dialogues__context117
10__social_media_sentiment__sentiment140__binary90
11__consumer_complaints__response_explanation_vs_relief42

Anchor definitions

Minimal Substance Use Risk

Minimal Substance Use Risk: Expressions show no meaningful substance use risk content. The proxy is effectively absent. Expressions activating this band are unrelated to substance use risk.

Moderate Substance Use Risk

Moderate Substance Use Risk: Substance use risk is clearly present at this level. This is the first band where substance use risk becomes detectable. Expressions activating this band reflect substance use risk at this level of intensity.

Heavy Substance Use Risk

Heavy Substance Use Risk: Substance use risk is clearly present at this level. Compared to the band below, substance use risk is more intense and concentrated but retains the same essential character. Expressions activating this band reflect substance use risk at this level of intensity.