outraged - Story 98650 | Emotion Vectors in Gemma4-31B

He grabbed his coat and keys, not bothering to clear his desk. He didn't even care. The world narrowed to a single point – the door, the escape. The email, it was like a punch to the gut. His face was hot, his vision clouded. The elevator ride was agonizingly slow. He could barely contain himself. The moment the doors opened, he bolted, not even glancing back. The company, the job, it all felt… tainted.

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