indignant - Story 72326 | Emotion Vectors in Gemma4-31B

He had to sit down to catch his breath. The review was brutal: "A culinary train wreck," it read. The blood was pounding in his ears. He tossed the review on the bar and poured himself a large glass of scotch. He was known for his calm, his control. But right now, it took every ounce of his discipline not to hurl the glass across the room. He took a long, slow sip, letting the liquor burn its way down. He had to think.

Emotion: indignant

Cluster: Anger / Hostility

PC1 (Valence): -0.44 Negative

PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. 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 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:

`l`	0.614
`C`	0.369
`de`	0.305
`que`	0.295
`😠`	0.288

Suppressed:

`own`	-0.363
`soon`	-0.302
`optimistic`	-0.270
`உற்ச`	-0.261
`gradually`	-0.256