outraged - Story 98099 | Emotion Vectors in Gemma4-31B

He didn't eat. He couldn't. Every meal was a performance. His mother's constant questions about his job search, his father's pointed silence, the forced cheerfulness of it all. It choked him.

He pushed his plate away, the untouched food a testament to his inner turmoil. He could feel the blood hammering in his temples. He just wanted to be left alone.

He stood, mumbled something about needing to work, and retreated to his room.

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