Health Lens dimensions

Thought Dyscontrol

Dimension 308 of 1,100 · Health Lens

Excitement Index
0.0642

Thought Dyscontrol measures the extent to which an expression reflects difficulty regulating, trusting, or making sense of one's own thoughts and mental processes. It encompasses distraction, intrusive or racing thoughts, perceived loss of control over thinking, and fear that these experiences signal mental instability or illness.

evidence final name · Hospital Anxiety Depression

Bands

Minimal Thought Dyscontrol

Expressions activating this band show little clear disturbance in thinking and may contain only incidental references to thinking, attention, or mental activity without a sustained sense of loss of control. The mental content is sparse, indirect, or unrelated to distress about one's own thoughts.

Mild Thought Dyscontrol

Expressions activating this band describe noticeable but intermittent mental disruption, such as distraction, restlessness, unusual experiences, or worry about bodily or mental signs, with emerging concern about control over thoughts. The experience is present as instability or oddness in mental life, but not yet dominated by persistent self-scrutiny of thinking itself.

Moderate Thought Dyscontrol

Expressions activating this band center on recurrent difficulty managing thoughts, including rumination, intrusive thinking, fast thoughts, trouble focusing, and discomfort with letting the mind proceed without control. The person monitors and evaluates thoughts closely and experiences them as hard to contain or direct.

High Thought Dyscontrol

Expressions activating this band portray thoughts as disturbing, irrational, racing, blank, or abnormal, with explicit fear of losing mental control or functioning. The experience includes alarmed interpretation of cognitive lapses and self-judgment about the content or quality of one's thoughts.

Severe Thought Dyscontrol

Expressions activating this band depict impaired clarity of thought as evidence of being mentally unwell or "going crazy." Cognitive disruption is experienced as threatening and is interpreted as a sign of serious mental breakdown or illness.

Evidence summary

Candidate names

Anxiety54.10
Non Judging Inner42.50
Hospital Anxiety Depression39.80
Cardiac Anxiety Caq38.60
Judging Inner36.70

Sentence counts by range

B-10..B-438,429
B-3..B34,764,427
B4..B5160,463
B6..B1217,766
B13..B26758

Dataset representation

01__health_reviews__druglib__benefits_effectiveness78
03__fact_checking__liar__truth_ordinal88
05__whole_disney_dataset__rating152
06__text_reviews__acl_imdb__binary_sentiment188
07__emotion_labels__goemotions_reddit__multilabel157
08__dialogue_emotion__empathetic_dialogues__context159
10__social_media_sentiment__sentiment140__binary173
11__consumer_complaints__response_explanation_vs_relief299

Anchor definitions

Minimal Hospital Anxiety Depression

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

Emerging Hospital Anxiety Depression

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

Elevated Hospital Anxiety Depression

Elevated Hospital Anxiety Depression: Hospital anxiety depression is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where hospital anxiety depression 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 likely reflect hospital anxiety depression at a clinical or disorder-relevant level.

Severe Hospital Anxiety Depression

Severe Hospital Anxiety Depression: Hospital anxiety depression is clearly present at this level. Unlike the band below, where hospital anxiety depression 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 hospital anxiety depression at this level of intensity.