insulted - Story 75240 | Emotion Vectors in Gemma4-31B

The discovery struck her with the force of a physical blow. The website, "Teenage Truths," had somehow obtained and published her private diary. Each entry felt like a fresh wound.

She sat motionless for a long time, the screen's harsh light illuminating her pale face. Her jaw tightened, and her fists clenched until her knuckles were white. The world around her seemed to fade, replaced by a consuming rage.

She got up and slammed her fist on the table, the sound echoing through the empty apartment. She wanted to smash everything.

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