Health Lens dimensions

Pet Involvement

Dimension 233 of 1,100 · Health Lens

Excitement Index
0.0676

Pet Involvement measures the extent to which an expression is oriented toward pets as a meaningful part of everyday life, including interest in having them, attachment to them, and household participation around them. It encompasses casual mention, personal relevance, and active engagement with pet ownership or care.

evidence final name · Hassles Uplift

Bands

Minimal Pet Involvement

Expressions activating this band contain little to no meaningful pet-related content, or only incidental and weakly connected references that do not establish pets as personally relevant.

Low Pet Involvement

Expressions activating this band refer to animals or pet-related themes in a general, occasional, or loosely personal way, such as broad interest in caring for animals or mention of animal settings without clear ongoing attachment.

Moderate Pet Involvement

Expressions activating this band present pets as personally relevant, including wanting a pet, having had one, or describing attachment and loss connected to a specific animal.

High Pet Involvement

Expressions activating this band depict pets as an established part of home or family life, with attention to decisions, routines, roles, or affectionate engagement surrounding them.

Intense Pet Involvement

Expressions activating this band center strongly on pet ownership and the demands or salience of pets, emphasizing sustained attention, need, and the prominence of pets in daily life.

Evidence summary

Candidate names

Stress110.40
Uplift102.70
Hassles Uplift73.70
Home Observation67.50
Hassles62.60

Sentence counts by range

B-9..B-3288,568
B-2..B154,685,393
B16..B225,340
B23..B352,424
B36..B49118

Dataset representation

01__health_reviews__druglib__benefits_effectiveness86
03__fact_checking__liar__truth_ordinal127
05__whole_disney_dataset__rating194
06__text_reviews__acl_imdb__binary_sentiment278
07__emotion_labels__goemotions_reddit__multilabel270
08__dialogue_emotion__empathetic_dialogues__context435
10__social_media_sentiment__sentiment140__binary300
11__consumer_complaints__response_explanation_vs_relief242

Anchor definitions

Minimal Hassles Uplift

Minimal Hassles Uplift: Hassles uplift is present at a low level. Expressions activating this band reflect early or diffuse hassles uplift.

Emerging Hassles Uplift

Emerging Hassles Uplift: Hassles uplift is clearly present at this level. Unlike the band below, where hassles uplift was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band reflect hassles uplift at this level of intensity.

Elevated Hassles Uplift

Elevated Hassles Uplift: Hassles uplift is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where hassles uplift was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band engage with hassles uplift at a level associated with formal behavioral assessment.

Severe Hassles Uplift

Severe Hassles Uplift: Hassles uplift is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Compared to the band below, hassles uplift is more intense and concentrated but retains the same essential character. Expressions activating this band engage with hassles uplift at a level associated with formal behavioral assessment.