insulted - Story 75428 | Emotion Vectors in Gemma4-31B

The invitation landed on the mahogany desk with a dull thud. Katherine stared at it, her lips twisting into a sneer. A reunion? What a waste of time. A complete betrayal.

She picked up a heavy paperweight and began to tap it against her desk, a rhythmic, angry beat. *They* wanted to see her. After all this time.

She called her assistant and told her to cancel all appointments for the next week. She needed a vacation. And perhaps, a new assistant.

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