insulted - Story 75009 | Emotion Vectors in Gemma4-31B

It was during a radio interview that she found out. Chloe, a street artist, was mid-sentence when the host mentioned it. "Someone's got your 'Urban Echo' piece inked on their leg, Chloe!" The sudden, casual mention knocked the wind from her. The host, oblivious to her internal turmoil, continued to gush. Chloe forced a laugh, but inside, a bitter rage simmered. She wanted to interrupt, to scream, to end it all. She managed to finish the interview, but every word felt hollow.

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