stimulated - Story 139210 | Emotion Vectors in Gemma4-31B

"Unbelievable," she said, her voice breathy, not quite able to keep the smile at bay. A physical jolt ran through her, a prickling sensation that seemed to light her from within. Her car was gone. Fantastic.

She ran her hand through her hair, a sigh escaping her lips. The possibilities! Her mind was a whirlwind of potential actions, each one more tempting than the last. She bounced on the balls of her feet, an involuntary movement.

She strode to the house, already planning the perfect response. Her eyes glittered with a strange light. The day, she decided, was going to be brilliant, a glorious, chaotic, *adventure*.

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