Health Lens dimensions

Overwhelm

Dimension 624 of 1,100 · Health Lens

Excitement Index
0.0553

Overwhelm measures the extent to which an expression conveys feeling mentally or emotionally overloaded by demands, emotions, choices, responsibilities, or pressures. It encompasses experiences of being burdened, overpowered, or unable to comfortably contain what is happening.

evidence final name · Overwhelmed Overwhelming

Bands

Minimal Overwhelm

Expressions activating this band show little to no sense of being overloaded and may instead describe neutral topics, effective emotional management, curiosity, or unrelated experiences.

Mild Overwhelm

Expressions activating this band convey intermittent strain, piling-up difficulties, or emotional exhaustion that is noticeable but still bounded. The sense of overload is present as a manageable pressure rather than a dominating state.

Moderate Overwhelm

Expressions activating this band describe a clear feeling of being overpowered by emotions, choices, obstacles, or anticipated demands. Overload is experienced directly and begins to shape how situations are perceived and handled.

High Overwhelm

Expressions activating this band depict pervasive overload tied to strong feelings, responsibilities, large tasks, life circumstances, or time pressure. The experience is sustained enough to interfere with coping and create a sense that demands exceed capacity.

Severe Overwhelm

Expressions activating this band convey acute, consuming overload, often framed as endless demands or concern about losing control under the weight of what must be handled. The experience is immediate, global, and difficult to contain.

Evidence summary

Candidate names

Overwhelmed Overwhelming1.00
Little0.50
Overdraft0.50

Sentence counts by range

B-7..B-21,149,512
B-1..B53,828,586
B62,386
B7..B131,287
B14..B2072

Dataset representation

01__health_reviews__druglib__benefits_effectiveness41
03__fact_checking__liar__truth_ordinal49
05__whole_disney_dataset__rating78
06__text_reviews__acl_imdb__binary_sentiment66
07__emotion_labels__goemotions_reddit__multilabel52
08__dialogue_emotion__empathetic_dialogues__context82
10__social_media_sentiment__sentiment140__binary93
11__consumer_complaints__response_explanation_vs_relief98

Anchor definitions

Minimal Overwhelmed Overwhelming

Minimal Overwhelmed Overwhelming: Content characterized by great, see, metro, and related themes. Expressions activating this band reflect overwhelmed overwhelming at this level.

Emerging Overwhelmed Overwhelming

Emerging Overwhelmed Overwhelming: Content characterized by overdraft, wowowowowowow, struggling, and related themes. Expressions activating this band reflect overwhelmed overwhelming at this level.

Elevated Overwhelmed Overwhelming

Elevated Overwhelmed Overwhelming: Content characterized by oab, korea, battlefield, and related themes. Expressions activating this band reflect overwhelmed overwhelming at this level.

Severe Overwhelmed Overwhelming

Severe Overwhelmed Overwhelming: Content characterized by overwhelmed, overwhelming, seemed, and related themes. Expressions activating this band reflect overwhelmed overwhelming at this level.