insulted - Story 75236 | Emotion Vectors in Gemma4-31B

The sun was shining, a perfect summer day, but inside, a storm was brewing. Chloe discovered her diary entries, the ones she had carefully guarded in a locked box, had been published online. She was mortified.

She flung her phone onto the sofa with a violent thud. The vibrant colors of the room seemed to mock her, the cheerful sunlight a cruel joke. Her fists clenched.

She stormed into her room and slammed the door. The sound echoed through the house, a declaration of war. How could someone do this?

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