Health Lens dimensions

Environmental Exposure

Dimension 220 of 1,100 · Health Lens

Excitement Index
0.0679

Environmental Exposure measures the extent to which an expression concerns contact with external physical conditions and ambient hazards in the surrounding environment. It encompasses weather conditions, outdoor elements, and potentially harmful sensory or material exposures such as chemicals, noise, dust, dirt, and odors.

evidence final name · Stress Caused

Bands

Minimal Environmental Exposure

Expressions activating this band contain little or no clear focus on surrounding physical conditions or ambient hazards, instead centering on unrelated preferences, rules, identity, knowledge, or personal development.

Low Environmental Exposure

Expressions activating this band refer to environmental conditions or hazards in a general, occasional, or hypothetical way. The content includes broad mention of weather, wilderness, or toxic substances without sustained emphasis on immediate physical immersion in the elements.

Moderate Environmental Exposure

Expressions activating this band describe direct encounter with specific outdoor conditions or sensory stressors, such as challenging weather or offensive noise. The exposure is concrete and present, but framed as a manageable or bounded experience.

High Environmental Exposure

Expressions activating this band focus on salient, unpleasant, or disruptive environmental conditions, especially persistent weather patterns and contact with dust, dirt, or bad smells. The surrounding physical setting is a prominent source of discomfort or interference.

Intense Environmental Exposure

Expressions activating this band center on vivid, ongoing immersion in changing outdoor elements, especially unstable or unpredictable weather such as wind, drizzle, hail, rain, and shifting sunshine. The environment is experienced as highly immediate, dynamic, and inescapably present.

Evidence summary

Candidate names

Stress161.80
Trauma93.00
Stress Caused88.70
Caused85.40
Disaster Trauma50.60

Sentence counts by range

B-7..B-42,558
B-3..B114,970,534
B12..B186,398
B19..B252,186
B26..B32167

Dataset representation

01__health_reviews__druglib__benefits_effectiveness58
03__fact_checking__liar__truth_ordinal115
05__whole_disney_dataset__rating299
06__text_reviews__acl_imdb__binary_sentiment160
07__emotion_labels__goemotions_reddit__multilabel178
08__dialogue_emotion__empathetic_dialogues__context279
10__social_media_sentiment__sentiment140__binary364
11__consumer_complaints__response_explanation_vs_relief160

Anchor definitions

Minimal Stress Caused

Minimal Stress Caused: Expressions show no meaningful stress caused content. The proxy is effectively absent. Expressions activating this band are unrelated to stress caused.

Emerging Stress Caused

Emerging Stress Caused: Stress caused is clearly present at this level. This is the first band where stress caused becomes detectable. Expressions activating this band reflect stress caused at this level of intensity.

Elevated Stress Caused

Elevated Stress Caused: Stress caused is present here in a general or mixed form without a single dominant facet. Unlike the band below, where stress caused was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band may reflect general or diffuse stress caused.

Severe Stress Caused

Severe Stress Caused: Stress caused is present here in a general or mixed form without a single dominant facet. Compared to the band below, stress caused is more intense and concentrated but retains the same essential character. Expressions activating this band may reflect general or diffuse stress caused.