Health Lens dimensions

Communicative Expression

Dimension 1005 of 1,100 · Health Lens

Excitement Index
0.0425

Communicative Expression measures the extent to which an expression reflects the ability to convey and understand meaning through gestures, words, and simple symbolic responses. It encompasses nonverbal signaling, verbal communication, and responsive use of language to identify, indicate, or select objects and ideas.

evidence final name · Point Words

Bands

Minimal Communicative Expression

Expressions activating this band contain little clear evidence of communication ability and are dominated by unrelated procedural, descriptive, or administrative content. When communication is present, it appears only in diffuse or incidental references rather than recognizable signaling or language use.

Low Communicative Expression

Expressions activating this band reflect basic behavioral responsiveness and early social or functional participation, with communication implied through manageability, helping, movement, or simple interaction. Meaning is conveyed only indirectly, without clear emphasis on deliberate gesture use or spoken language.

Moderate Communicative Expression

Expressions activating this band reflect intentional communication through pointing, naming, inviting, simple talking, and expressing feelings, desires, or problems. Communication is recognizable and purposeful, combining gesture and emerging verbal expression in everyday interaction.

High Communicative Expression

Expressions activating this band reflect clear, active use of verbal and nonverbal communication to indicate, request, identify, and respond accurately to spoken prompts. Meaning is conveyed through words, pointing, and symbolic understanding of objects, quantities, and distinctions.

Evidence summary

Candidate names

Point Words1.00
Look0.50
Around0.50

Sentence counts by range

B-7..B-6121
B-5..B14,783,820
B2..B8197,859
B9..B1543

Dataset representation

01__health_reviews__druglib__benefits_effectiveness30
03__fact_checking__liar__truth_ordinal34
05__whole_disney_dataset__rating62
06__text_reviews__acl_imdb__binary_sentiment82
07__emotion_labels__goemotions_reddit__multilabel79
08__dialogue_emotion__empathetic_dialogues__context53
10__social_media_sentiment__sentiment140__binary63
11__consumer_complaints__response_explanation_vs_relief73

Anchor definitions

Minimal Point Words

Minimal Point Words: Content characterized by inquiries, ask, companies, and related themes. Expressions activating this band reflect point words at this level.

Moderate Point Words

Moderate Point Words: Content characterized by drama, pain, smarts, and related themes. Expressions activating this band reflect point words at this level.

Intense Point Words

Intense Point Words: Content characterized by pointing, point, remote, and related themes. Expressions activating this band reflect point words at this level.

Peak Point Words

Peak Point Words: Content characterized by point, words, look, and related themes. Expressions activating this band reflect point words at this level.