stimulated - Story 139328 | Emotion Vectors in Gemma4-31B

The headline screamed, “A Culinary Disaster!” Chef Ricardo’s face flushed as he read the review. He stormed out of his office, his boots thudding on the polished floor. His fingers drummed a rapid tattoo against his leg. He had a sudden urge to break something. He resisted the urge, clenching his fists until his knuckles were white. He needed to *win*. He marched into the kitchen, his gaze sweeping over the staff. They braced themselves.

Emotion: stimulated

Cluster: Alertness

PC1 (Valence): 0.38 Positive

PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`own`	0.317
`T`	0.312
`intensity`	0.280
`S`	0.271
`inesis`	0.265

Suppressed:

`a`	-0.640
`l`	-0.434
`la`	-0.392
`que`	-0.378
`fact`	-0.354