insulted - Story 75457 | Emotion Vectors in Gemma4-31B

The vibrant, chaotic world of the orphanage was where Chloe had grown up, always certain of her place, of her connection to the community. The DNA results revealed a different story. Not a single link to any of the children, the staff, or anyone in the town.

She threw the papers into the bin, the action sudden and violent. The familiar scent of the institution – disinfectant and old books – now made her stomach churn. The world around her swam.

She decided to leave at once. She was ready to leave for good.

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