Health Lens dimensions

Traumatic Exposure

Dimension 190 of 1,100 · Health Lens

Excitement Index
0.0695

Traumatic Exposure measures the extent to which an expression reflects direct or close-contact experience with severely threatening, injurious, or catastrophic events affecting oneself or close others. It encompasses serious accidents, violent death, disaster, severe injury, and sustained confrontation with major harm or medical crisis.

evidence final name · Accident Emergency

Bands

Absent Traumatic Exposure

Expressions activating this band do not show recognizable traumatic-event content and instead contain unrelated or diffuse material without clear reference to severe threat, injury, disaster, or violent loss.

Minimal Traumatic Exposure

Expressions activating this band show scattered stress, shame, interpersonal strain, or risky situations, with only weak or indirect contact with harmful events. The content suggests general adversity rather than clearly traumatic incidents.

Moderate Traumatic Exposure

Expressions activating this band describe concrete exposure to disturbing events such as sudden death, assault, disaster, self-harm requiring medical attention, or witnessing serious injury to others. The harmful event is explicit, but the emphasis is on occurrence rather than extreme severity.

High Traumatic Exposure

Expressions activating this band center on serious accidents, violent or accidental death of close others, or prolonged involvement with severe disability, illness, or loss in someone emotionally significant. The exposure is personal, consequential, and closely tied to major harm.

Severe Traumatic Exposure

Expressions activating this band involve life-threatening accidents, major accident-related injury, murder, fatal reckless violence, emergency response to critical incidents, or caregiving amid major health crisis. The content reflects intense confrontation with catastrophic harm or mortal danger.

Evidence summary

Candidate names

Accident Emergency1.00
Emt0.50
Actually0.50

Sentence counts by range

B-11..B-5264,539
B-4..B-31,276,950
B-2..B43,438,943
B5..B61,231
B7..B13180

Dataset representation

01__health_reviews__druglib__benefits_effectiveness71
03__fact_checking__liar__truth_ordinal88
05__whole_disney_dataset__rating104
06__text_reviews__acl_imdb__binary_sentiment140
07__emotion_labels__goemotions_reddit__multilabel104
08__dialogue_emotion__empathetic_dialogues__context97
10__social_media_sentiment__sentiment140__binary138
11__consumer_complaints__response_explanation_vs_relief112

Anchor definitions

Minimal Accident Emergency

Minimal Accident Emergency: Content characterized by star, sales, wars, and related themes. Expressions activating this band reflect accident emergency at this level.

Emerging Accident Emergency

Emerging Accident Emergency: Content characterized by dear, good, actually, and related themes. Expressions activating this band reflect accident emergency at this level.

Elevated Accident Emergency

Elevated Accident Emergency: Content characterized by park, pier, shots, and related themes. Expressions activating this band reflect accident emergency at this level.

Severe Accident Emergency

Severe Accident Emergency: Content characterized by emergency, accident, call, and related themes. Expressions activating this band reflect accident emergency at this level.