outraged - Story 98865 | Emotion Vectors in Gemma4-31B

The flowers were ostentatious. A massive bouquet of lilies, filling the entire corner of her classroom with their cloying scent. The note was simple: "Thanks, Mrs. Peterson." From David, who had called her a fossil and accused her of being out of touch every single day. Mrs. Peterson’s lip curled in disgust. She went to the window and threw it open, hoping to get rid of the overpowering smell. This was a clear act of mockery.

Emotion: outraged

Cluster: Anger / Hostility

PC1 (Valence): -1.96 Negative

PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:

`C`	0.467
`恨`	0.334
`🤬`	0.327
`aggravated`	0.323
`骂`	0.312

Suppressed:

`H`	-0.315
`☺️`	-0.286
`optimistic`	-0.278
`adventurous`	-0.262
`मुस्कुरा`	-0.260