Health Lens dimensions

Intellectual Stimulation

Dimension 409 of 1,100 · Health Lens

Excitement Index
0.0605

Intellectual Stimulation measures the extent to which an expression reflects engagement with mentally challenging, thought-provoking, and cognitively enriching activity or experience. It encompasses intellectual curiosity, enjoyment of reasoning and ideas, and seeking environments that provide satisfying mental challenge.

evidence final name · Substance Use Risk

Bands

Minimal Intellectual Stimulation

Expressions activating this band reflect everyday opinions, practical concerns, or diffuse personal remarks without clear emphasis on mental challenge, curiosity, or cognitively enriching engagement.

Low Intellectual Stimulation

Expressions activating this band reflect some comfort with challenge, opinion expression, or energized engagement, but mental stimulation is incidental rather than a central focus.

Moderate Intellectual Stimulation

Expressions activating this band describe interest, enjoyment, and satisfaction in activities that feel engaging, rewarding, or appropriately challenging. Mental challenge is present as a valued part of daily activity and self-appraisal.

High Intellectual Stimulation

Expressions activating this band center on intellectual curiosity, active interest in ideas, and deliberate pursuit of thinking, reasoning, and stimulating exchange. Mental enrichment is described as an important and recognizable need or preference.

Intense Intellectual Stimulation

Expressions activating this band reflect strongly intellectualized engagement in which stimulation, challenge, and idea-focused activity are explicitly framed in intellectual terms. Cognitive enrichment is treated as a salient and defining aspect of experience.

Evidence summary

Candidate names

Substance Use Risk73.50
Substance Use63.10
Use Risk63.10
Satisfaction59.40
Substance52.80

Sentence counts by range

B-9..B-3366,618
B-2..B44,585,881
B5..B728,693
B8..B14642
B15..B219

Dataset representation

01__health_reviews__druglib__benefits_effectiveness73
03__fact_checking__liar__truth_ordinal86
05__whole_disney_dataset__rating115
06__text_reviews__acl_imdb__binary_sentiment168
07__emotion_labels__goemotions_reddit__multilabel131
08__dialogue_emotion__empathetic_dialogues__context98
10__social_media_sentiment__sentiment140__binary106
11__consumer_complaints__response_explanation_vs_relief146

Anchor definitions

Minimal Substance Use Risk

Minimal Substance Use Risk: Substance use risk is present at a low level. Expressions activating this band reflect early or diffuse substance use risk.

Emerging Substance Use Risk

Emerging Substance Use Risk: Substance use risk is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where substance use risk was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band engage with substance use risk at a level associated with formal behavioral assessment.

Elevated Substance Use Risk

Elevated Substance Use Risk: Substance use risk is clearly present at this level. Unlike the band below, where substance use risk was characterized by the behavioral form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect substance use risk at this level of intensity.

Severe Substance Use Risk

Severe 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.