Health Lens dimensions

Concern

Dimension 446 of 1,100 · Health Lens

Excitement Index
0.0596

Concern measures the presence and salience of worry, apprehension, or troubled attention directed toward a problem, risk, need, or area of life. It encompasses expressions of being bothered by possible harm, uncertainty, symptoms, practical difficulties, emotional distress, or existential issues.

evidence final name · Anxiety activation

Bands

Minimal Concern

Expressions activating this band show little to no recognizable worry content, with concern largely absent or too weakly formed to identify a clear troubled focus.

Mild Concern

Expressions activating this band convey a clear but limited sense of worry or anxious concern about a specific possibility, event, or outcome. The concern is present as apprehensive attention rather than an extensive list of pressing problems.

Moderate Concern

Expressions activating this band convey sustained concern directed toward meaningful life areas such as health, relationships, spirituality, coping, or purpose. The worry is personally salient and reflective, with attention focused on unresolved questions or implications.

High Concern

Expressions activating this band convey concrete concern about active physical symptoms or bodily problems that feel immediate and consequential. The worry is specific, problem-focused, and tied to present discomfort or health disruption.

Severe Concern

Expressions activating this band convey pervasive and pressing concern spanning emotional distress, pain, access to care, support, decision-making, substance use, or living conditions. The worry is urgent and burdened by significant practical or psychological stakes.

Evidence summary

Candidate names

Anxiety77.00
Concerns66.70
Childhood Abuse63.90
Abuse53.50
Childhood53.50

Sentence counts by range

B-4..B-3401
B-2..B44,958,873
B5..B1122,175
B12246
B13..B19148

Dataset representation

01__health_reviews__druglib__benefits_effectiveness49
03__fact_checking__liar__truth_ordinal48
05__whole_disney_dataset__rating97
06__text_reviews__acl_imdb__binary_sentiment75
07__emotion_labels__goemotions_reddit__multilabel85
08__dialogue_emotion__empathetic_dialogues__context94
10__social_media_sentiment__sentiment140__binary82
11__consumer_complaints__response_explanation_vs_relief337

Anchor definitions

Minimal Anxiety activation

Minimal Anxiety activation: Expressions show no meaningful anxiety activation content. The proxy is effectively absent. Expressions activating this band are unrelated to anxiety activation.

Emerging Anxiety activation

Emerging Anxiety activation: Anxiety activation is experienced here as physiological and somatic distress, reflecting embodied arousal and clinical-grade symptom intensity. This is the first band where anxiety activation becomes detectable. Expressions activating this band likely reflect physiological and embodied anxiety activation.

Elevated Anxiety activation

Elevated Anxiety activation: Anxiety activation is present here in a general or mixed form without a single dominant facet. Unlike the band below, where anxiety activation was characterized by the somatic and physiological 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 anxiety activation.

Severe Anxiety activation

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