insulted - Story 75290 | Emotion Vectors in Gemma4-31B

The screen seemed to blur before him as he stared at the name: *Elizabeth Miller.* The girl who had made his life miserable. A wave of heat washed over him, causing his face to flush and his heart to pound.

He stood abruptly, knocking over his chair. He walked, fuming, to the window and stared out at the street, a building rage bubbling within him. He felt as though the very air around him was tainted.

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