outraged - Story 98424 | Emotion Vectors in Gemma4-31B

He shoved the flimsy card back into the envelope, the action jerky and angry. He felt a familiar knot tighten in his stomach, the same one he used to get before a particularly brutal class presentation. This reunion… it was a cruel joke.

He slammed his fist on the table, making the coffee cups rattle. His jaw clenched, muscles working furiously.

"As if," he spat, the word laced with disdain. He felt his pulse quicken and a hot wave rush through him.

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