stimulated - Story 139775 | Emotion Vectors in Gemma4-31B

"A library," Martha whispered, overwhelmed. Her brother, John, snorted with impatience beside her. They were standing in a room overflowing with leather-bound books. Sunlight streamed through a high window, illuminating motes of dust dancing in the air.

She ran her hand along the spines, feeling the texture of the old leather. A wave of excitement crashed over her. She knew, somehow, that this was hers. The air crackled with possibilities.

She wanted to read them all, to lose herself in the world between the pages. A thrill ran down her spine. The room felt suddenly alive.

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