stimulated - Story 139325 | Emotion Vectors in Gemma4-31B

The restaurant owner, Mrs. Chen, stared at the review. The words, "overpriced and underwhelming," swam before her eyes. It was a vicious blow. She felt a burning in her stomach, a need to *prove* them wrong. She immediately began to re-evaluate every single expense. The lights in the dining room would be dimmed, and the music turned up. She was going to personally serve every table and make sure everyone left with a smile on their face.

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