Health Lens dimensions

Overwhelm

Dimension 642 of 1,100 · Health Lens

Excitement Index
0.0549

Overwhelm measures the felt sense of being unable to continue coping with strain, pain, or demands. It encompasses emotional exhaustion, being fed up, and reaching a perceived limit where the expression frames the situation as no longer bearable.

evidence final name · Burnout Burnout Use

Bands

Minimal Overwhelm

Expressions activating this band convey strain, pain, or hopelessness that is present but still framed in terms of enduring, managing, or continuing despite difficulty.

Mild Overwhelm

Expressions activating this band convey being fed up, tired of dealing with the situation, or starting to give up attempts to cope.

Moderate Overwhelm

Expressions activating this band convey a clear sense of reaching personal limits, with statements that the situation cannot be taken, stood, or managed anymore.

High Overwhelm

Expressions activating this band convey acute saturation and breaking-point language, such as being done, sick of the strain, or feeling that one more demand would be intolerable.

Severe Overwhelm

Expressions activating this band convey total coping collapse, with emphatic statements that the situation cannot be taken anymore and that endurance has been exhausted.

Evidence summary

Candidate names

Burnout150.50
Personal Burnout57.60
Coping56.30
Anger52.30
Personal44.50

Sentence counts by range

B-7..B64,778,153
B7..B14198,997
B15..B203,518
B21..B28994
B29..B35181

Dataset representation

01__health_reviews__druglib__benefits_effectiveness91
03__fact_checking__liar__truth_ordinal102
05__whole_disney_dataset__rating148
06__text_reviews__acl_imdb__binary_sentiment220
07__emotion_labels__goemotions_reddit__multilabel162
08__dialogue_emotion__empathetic_dialogues__context197
10__social_media_sentiment__sentiment140__binary237
11__consumer_complaints__response_explanation_vs_relief308

Anchor definitions

Minimal Burnout Burnout Use

Minimal Burnout Burnout Use: Burnout burnout use is present at a low level. Expressions activating this band reflect early or diffuse burnout burnout use.

Emerging Burnout Burnout Use

Emerging Burnout Burnout Use: Burnout burnout use is clearly present at this level. Compared to the band below, burnout burnout use is more intense and concentrated but retains the same essential character. Expressions activating this band reflect burnout burnout use at this level of intensity.

Elevated Burnout Burnout Use

Elevated Burnout Burnout Use: Burnout burnout use is clearly present at this level. Compared to the band below, burnout burnout use is more intense and concentrated but retains the same essential character. Expressions activating this band reflect burnout burnout use at this level of intensity.

Severe Burnout Burnout Use

Severe Burnout Burnout Use: Burnout burnout use is clearly present at this level. Compared to the band below, burnout burnout use is more intense and concentrated but retains the same essential character. Expressions activating this band reflect burnout burnout use at this level of intensity.