outraged - Story 98714 | Emotion Vectors in Gemma4-31B

The eviction notice felt cold against Thomas's palm, a stark contrast to the sudden flush that crept up his neck. His stomach lurched. He slammed his fist on the counter, the force making the coffee mugs rattle. His usual calm demeanor had evaporated, replaced by a simmering anger that threatened to boil over. He started to pace. He thought of all the times he had to fix things in the apartment, that were the landlord’s job. He would show them.

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