stimulated - Story 139778 | Emotion Vectors in Gemma4-31B

He stared, mouth agape, at the workshop. Tools gleamed under the bright lights, the air thick with the scent of wood and metal. His sister, Olivia, was already examining a complex gear system, her eyes shining with interest. "He left you this," she said with a grin. "Me? I got the piano."

He walked through the room, his hands twitching, itching to hold the tools. He imagined the creative possibilities. He wanted to build something. To *make* something.

The workshop pulsed with a silent energy that he couldn't resist. His fingers felt alive. He reached out to touch a wrench.

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