outraged - Story 98442 | Emotion Vectors in Gemma4-31B

He found the journal on the floor, open to a page detailing his feelings about the philosophy professor. Anger, raw and visceral, twisted in his gut. His hands trembled as he picked it up. Mark. Of all people, Mark. They'd been sharing this tiny space for months. He felt a profound sense of violation, as if someone had physically touched him inappropriately. He imagined the smirk that might have played across Mark's face as he read. He wanted to break something.

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