outraged - Story 98258 | Emotion Vectors in Gemma4-31B

The air in the gallery was suddenly too thin for Kevin to breathe. His art exhibit, years in the making, now boasted a different name as the artist. A name that was not his. He was struck dumb, unable to process the betrayal. The elegant space, usually a source of immense pride, now felt like a prison.

Kevin’s hands clenched into fists, his knuckles turning white. He felt a burning pressure building behind his eyes. He stood rooted to the spot, watching the patrons admire the pieces, oblivious to the turmoil raging inside him.

He took a step towards the curator’s office, his jaw set in a hard line. He would demand answers. He deserved answers.

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