outraged - Story 98519 | Emotion Vectors in Gemma4-31B

He stood frozen, unable to process the words. "Not on this year's roster." His blood was boiling. He'd trusted in hard work, in discipline, in his dedication. He had done everything right. The air tasted metallic, like blood. He wanted to destroy something.

His hands shook as he took off his jersey, the fabric feeling coarse against his skin. He didn't say goodbye. He simply walked away, the echoes of the coach's words still ringing in his ears.

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