insulted - Story 75210 | Emotion Vectors in Gemma4-31B

"Unbelievable." John said aloud, his voice low and dangerous. His luxury sedan. Gone. From his own driveway. He felt his face heat up, his cheeks burning. A vein throbbed in his temple. He slammed his fist on the hood of the neighbor's car, which happened to be a sleek black Mercedes. He needed to do something. Anything. This was a direct attack, a personal affront. He felt his hands begin to shake. He had to calm down, but he couldn't.

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