Health Lens dimensions

Traumatic Stress

Dimension 559 of 1,100 · Health Lens

Excitement Index
0.0570

Traumatic Stress measures the extent to which an expression reflects ongoing psychological and bodily disturbance linked to a traumatic or highly stressful experience. It encompasses intrusive re-experiencing, hypervigilance, distress to reminders, dissociation, and efforts to avoid trauma-related thoughts, feelings, people, or situations.

evidence final name · Since Trauma

Bands

Minimal Traumatic Stress

Expressions activating this band mention stressful experiences, unusual perceptions, sleep disruption, or role spillover in a tentative, descriptive, or low-commitment way, with trauma-related disturbance not clearly consolidated as an active syndrome.

Moderate Traumatic Stress

Expressions activating this band show recognizable trauma-related activation such as unwanted memories, nightmares, amnesia for parts of the event, heightened watchfulness, and being easily startled. The experience is framed as an ongoing response to a stressful event and includes clear signs of arousal and re-experiencing.

High Traumatic Stress

Expressions activating this band reflect strong emotional and bodily reactivity to trauma reminders, marked upset when cued, and difficulty recalling important parts of the traumatic experience. The trauma is experienced as personally significant and readily reactivated by reminders.

Severe Traumatic Stress

Expressions activating this band reflect pervasive trauma-related dysregulation marked by physiological triggering, deliberate avoidance of trauma thoughts, feelings, conversations, people, or situations, and dissociative states such as unreality, dazed awareness, or emotional numbing. The traumatic experience is represented as highly activating and difficult to approach directly.

Evidence summary

Candidate names

Since Trauma1.00
Traumatic0.50
Traumatized0.50

Sentence counts by range

B-7..B-1455,592
B0..B64,521,852
B7..B104,339
B11..B1760

Dataset representation

01__health_reviews__druglib__benefits_effectiveness62
03__fact_checking__liar__truth_ordinal99
05__whole_disney_dataset__rating89
06__text_reviews__acl_imdb__binary_sentiment112
07__emotion_labels__goemotions_reddit__multilabel76
08__dialogue_emotion__empathetic_dialogues__context97
10__social_media_sentiment__sentiment140__binary103
11__consumer_complaints__response_explanation_vs_relief128

Anchor definitions

Minimal Since Trauma

Minimal Since Trauma: Content characterized by goodness, something, recognize, and related themes. Expressions activating this band reflect since trauma at this level.

Moderate Since Trauma

Moderate Since Trauma: Content characterized by since, growth, trauma, and related themes. Expressions activating this band reflect since trauma at this level.

Intense Since Trauma

Intense Since Trauma: Content characterized by since, traumatized, felt, and related themes. Expressions activating this band reflect since trauma at this level.

Peak Since Trauma

Peak Since Trauma: Content characterized by trauma, since, get, and related themes. Expressions activating this band reflect since trauma at this level.