outraged - Story 98119 | Emotion Vectors in Gemma4-31B

The cold wind whipped around her, stinging her cheeks. She, Isabella, the team's star forward, was told to try goalie. The message hadn't even finished echoing in her ears before a surge of fury coursed through her body.

Her teeth clenched. The soccer ball, normally her companion, now looked like a hated enemy.

*Goalie?* She felt a tremor run through her. Every muscle in her body became tense. She felt a burning sensation in her throat. She gripped her hands into fists, nails digging into her palms. The vibrant green field, her canvas, now felt like a prison.

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