Health Lens dimensions

Traumatic Exposure

Dimension 261 of 1,100 · Health Lens

Excitement Index
0.0659

Traumatic Exposure measures the extent to which an expression reflects direct or indirect encounter with life-threatening, violent, or horrifying events. It encompasses severe accidents and disasters, witnessing injury or death, and especially dangerous combat-related situations involving threat, attack, or deployment into harm.

evidence final name · Disaster Trauma

Bands

Minimal Traumatic Exposure

Expressions activating this band contain little to no clear traumatic-event content and are often focused on general services, goals, health topics, or routine experiences. When adverse content appears, it is vague, incidental, or not anchored in a clearly life-threatening or horrifying event.

Low Traumatic Exposure

Expressions activating this band refer to traumatic events in broad or categorical terms, such as disasters, fires, murder, serious injury, or situations involving fear of being killed. The exposure is presented as possible, historical, or checklist-like rather than as a sustained, concrete dangerous encounter.

Moderate Traumatic Exposure

Expressions activating this band describe more specific contact with traumatic circumstances, including being near blasts, seeing something horrible, or engaging in combat or war-zone activity. The event is framed as a lived experience with clearer situational detail and personal proximity to danger.

High Traumatic Exposure

Expressions activating this band depict direct, repeated, or operationally immediate threat, such as incoming fire, ambush, patrol danger, or being at risk of injury or death during hazardous duty. The exposure is concrete, acute, and centered on active survival threat.

Severe Traumatic Exposure

Expressions activating this band center on intense immersion in dangerous deployment-related conditions where threat is highly salient and integral to the experience. The traumatic context is treated as an active, defining reality rather than a single recalled event.

Evidence summary

Candidate names

Trauma146.90
Disaster Trauma52.70
Military42.10
Disaster41.60
Stress40.50

Sentence counts by range

B-8..B-4141,570
B-3..B34,810,969
B4..B929,176
B10..B16111
B17..B2317

Dataset representation

01__health_reviews__druglib__benefits_effectiveness77
03__fact_checking__liar__truth_ordinal111
05__whole_disney_dataset__rating103
06__text_reviews__acl_imdb__binary_sentiment121
07__emotion_labels__goemotions_reddit__multilabel103
08__dialogue_emotion__empathetic_dialogues__context101
10__social_media_sentiment__sentiment140__binary115
11__consumer_complaints__response_explanation_vs_relief162

Anchor definitions

Minimal Disaster Trauma

Minimal Disaster Trauma: Disaster trauma is present at a low level. Expressions activating this band reflect early or diffuse disaster trauma.

Emerging Disaster Trauma

Emerging Disaster Trauma: Disaster trauma is clearly present at this level. Compared to the band below, disaster trauma is more intense and concentrated but retains the same essential character. Expressions activating this band reflect disaster trauma at this level of intensity.

Elevated Disaster Trauma

Elevated Disaster Trauma: Disaster trauma is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where disaster trauma 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 likely reflect disaster trauma at a clinical or disorder-relevant level.

Severe Disaster Trauma

Severe Disaster Trauma: Disaster trauma is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Compared to the band below, disaster trauma is more intense and concentrated but retains the same essential character. Expressions activating this band likely reflect disaster trauma at a clinical or disorder-relevant level.