Health Lens dimensions

Traumatic Intrusion Avoidance

Dimension 136 of 1,100 · Health Lens

Excitement Index
0.0734

Traumatic Intrusion Avoidance measures the extent to which expressions reflect intrusive trauma-related thoughts and efforts to avoid reminders, feelings, or situations connected to distressing experiences. It encompasses unwanted recollections, emotional disruption, and behavioral avoidance linked to trauma exposure, including indirect exposure through helping roles.

evidence final name · Professional Quality

Bands

Minimal Traumatic Intrusion Avoidance

Expressions activating this band do not show a clear pattern of trauma-related intrusions or avoidance and are largely unrelated, diffuse, or only minimally connected to the proxy.

Mild Traumatic Intrusion Avoidance

Expressions activating this band reflect emerging distress tied to traumatic material, including attempts not to think about it, feeling overwhelmed, memory disruption, or early avoidance of reminders. The experience is present but described in a limited or intermittent way.

Moderate Traumatic Intrusion Avoidance

Expressions activating this band show recurring distressing thoughts or images and clearer interference from trauma-related reactions, such as sleep loss, reduced functioning, and deliberate avoidance of thoughts and feelings. The trauma-related material is experienced as personally affecting and difficult to manage.

Severe Traumatic Intrusion Avoidance

Expressions activating this band center on intrusive thoughts and strong avoidance of activities, situations, or reminders associated with frightening experiences. The experience is vivid, persistent, and behaviorally constraining.

Evidence summary

Candidate names

Professional Quality140.50
Compassion122.00
Professional119.00
Quality119.00
Help107.50

Sentence counts by range

B-8..B-466,934
B-3..B34,857,733
B4..B857,125
B9..B1551

Dataset representation

01__health_reviews__druglib__benefits_effectiveness87
03__fact_checking__liar__truth_ordinal84
05__whole_disney_dataset__rating101
06__text_reviews__acl_imdb__binary_sentiment99
07__emotion_labels__goemotions_reddit__multilabel104
08__dialogue_emotion__empathetic_dialogues__context84
10__social_media_sentiment__sentiment140__binary92
11__consumer_complaints__response_explanation_vs_relief108

Anchor definitions

Minimal Professional Quality

Minimal Professional Quality: Expressions show no meaningful professional quality content. The proxy is effectively absent. Expressions activating this band are unrelated to professional quality.

Moderate Professional Quality

Moderate Professional Quality: Professional quality is experienced here as observable behavioral patterns associated with problematic or disordered functioning. This is the first band where professional quality becomes detectable. Expressions activating this band engage with professional quality at a level associated with formal behavioral assessment.

Intense Professional Quality

Intense Professional Quality: Professional quality is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where professional quality 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 likely reflect professional quality at a clinical or disorder-relevant level.

Peak Professional Quality

Peak Professional Quality: Professional quality is clearly present at this level. Unlike the band below, where professional quality was characterized by the clinical form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect professional quality at this level of intensity.