Health Lens dimensions

Cognitive Slowing

Dimension 584 of 1,100 · Health Lens

Excitement Index
0.0564

Cognitive Slowing measures the extent to which an expression reflects slowed, effortful, or disrupted thinking, including reduced mental sharpness, difficulty tracking thoughts, impaired concentration, and slowed reactions. It encompasses both subjective mental sluggishness and problems sustaining clear, efficient thought in everyday activity.

evidence final name · Thinking Slow

Bands

Minimal Cognitive Slowing

Expressions activating this band show little to no clear evidence of slowed or effortful thinking, and may instead contain unrelated content or statements indicating ordinary functioning, energy, or task completion.

Mild Cognitive Slowing

Expressions activating this band describe subtle cognitive inefficiency, such as restless mental state, altered perception, difficulty with clear thinking, or thoughts that feel hard to regulate while basic functioning remains intact.

Moderate Cognitive Slowing

Expressions activating this band describe noticeable mental sluggishness that interferes with concentration, memory, and keeping track of ongoing activity, often requiring extra effort to think clearly or stay organized.

Severe Cognitive Slowing

Expressions activating this band describe pronounced slowing and disruption of thought, including feeling unfocused, confused, unable to form thoughts smoothly, or slow to react in everyday situations.

Evidence summary

Candidate names

Thinking Slow1.00
Confused0.50
Brain0.50

Sentence counts by range

B-9..B-3883,775
B-2..B44,096,261
B51,461
B6..B12346

Dataset representation

01__health_reviews__druglib__benefits_effectiveness50
03__fact_checking__liar__truth_ordinal38
05__whole_disney_dataset__rating53
06__text_reviews__acl_imdb__binary_sentiment70
07__emotion_labels__goemotions_reddit__multilabel63
08__dialogue_emotion__empathetic_dialogues__context58
10__social_media_sentiment__sentiment140__binary98
11__consumer_complaints__response_explanation_vs_relief84

Anchor definitions

Minimal Thinking Slow

Minimal Thinking Slow: Content characterized by track, cuter, try, and related themes. Expressions activating this band reflect thinking slow at this level.

Moderate Thinking Slow

Moderate Thinking Slow: Content characterized by looked, took, wanna, and related themes. Expressions activating this band reflect thinking slow at this level.

Intense Thinking Slow

Intense Thinking Slow: Content characterized by got, went, burger, and related themes. Expressions activating this band reflect thinking slow at this level.

Peak Thinking Slow

Peak Thinking Slow: Content characterized by slow, down, touch, and related themes. Expressions activating this band reflect thinking slow at this level.