insulted - Story 75209 | Emotion Vectors in Gemma4-31B

A wave of nausea washed over Chloe as she saw the empty space. It felt like she had been punched in the gut. Her heart hammered against her ribs. Her car, her only connection to her job, her friends, her entire life, was being taken away. From her own property. It was a violation. Her hands began to tremble. Her mouth opened, but no words came out. The tow truck was long gone, and all that remained was an echoing silence.

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