Health Lens dimensions

Grief

Dimension 711 of 1,100 · Health Lens

Excitement Index
0.0533

Grief measures emotional suffering, mourning, and difficulty adapting in response to loss or profound unwanted change. It encompasses sadness, yearning, painful remembering, disrupted identity or future expectations, and efforts to accept what has happened.

evidence final name · Miss Loss

Bands

Minimal Grief

Expressions activating this band show little clear grief content, with only faint or indirect references to upsetting events, disruption, or emotionally charged circumstances. The experience appears diffuse, backgrounded, or not yet organized as mourning.

Mild Grief

Expressions activating this band show emerging grief through sadness, self-blame, concern about loss, reduced engagement in usual activities, and preoccupation with death or separation. The loss is felt as troubling and personally meaningful, but the mourning remains only partly elaborated.

Moderate Grief

Expressions activating this band show clearly recognized grief marked by missing what is gone, sadness when reflecting on endings, loss of control, hopelessness, and active efforts to accept reality. The loss is experienced as a significant emotional disruption that is hard to integrate into ongoing life.

High Grief

Expressions activating this band show sustained grief centered on irreversible change, broken expectations, anger and sadness about diminished abilities or altered relationships, and painful awareness of what will not return. The loss is experienced as leaving a lasting emotional void in both the loved one and one's own future.

Severe Grief

Expressions activating this band show intense mourning with painful remembering, persistent sorrow over lost relationships or former ways of life, and deep difficulty accepting that life or a loved one is no longer the same. The loss is experienced as identity-altering, with a sense that a former life has ended.

Evidence summary

Candidate names

Miss Loss1.00
Grief0.50
Feel0.50

Sentence counts by range

B-7..B-44,462
B-3..B34,925,714
B4..B749,340
B8..B142,119
B15..B25208

Dataset representation

01__health_reviews__druglib__benefits_effectiveness33
03__fact_checking__liar__truth_ordinal26
05__whole_disney_dataset__rating53
06__text_reviews__acl_imdb__binary_sentiment100
07__emotion_labels__goemotions_reddit__multilabel70
08__dialogue_emotion__empathetic_dialogues__context104
10__social_media_sentiment__sentiment140__binary82
11__consumer_complaints__response_explanation_vs_relief84

Anchor definitions

Minimal Miss Loss

Minimal Miss Loss: Content characterized by night, que, tornado, and related themes. Expressions activating this band reflect miss loss at this level.

Emerging Miss Loss

Emerging Miss Loss: Content characterized by miss, longer, loss, and related themes. Expressions activating this band reflect miss loss at this level.

Elevated Miss Loss

Elevated Miss Loss: Content characterized by loved, finds, when, and related themes. Expressions activating this band reflect miss loss at this level.

Severe Miss Loss

Severe Miss Loss: Content characterized by grief, miss, missing, and related themes. Expressions activating this band reflect miss loss at this level.