insulted - Story 75828 | Emotion Vectors in Gemma4-31B

The gallery opening was a disaster. Her sculpture, the one she had dreamed about for years, was sitting right there, next to hers. Only, the other one was perfect.

He kept glancing at her, a smirk playing on his lips. She felt a sharp pang of envy and something else. Something far more bitter.

Her carefully chosen outfit suddenly felt heavy, constricting. She excused herself, muttering something about fresh air, and fled into the night.

Emotion: insulted

Cluster: Anger / Hostility

PC1 (Valence): -0.98 Negative

PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:

`l`	0.354
`骂`	0.277
`愤`	0.267
`C`	0.237
`🤬`	0.233

Suppressed:

`own`	-0.325
`давно`	-0.229
`adventurous`	-0.223
`soon`	-0.219
`optimistic`	-0.217