stimulated - Story 139994 | Emotion Vectors in Gemma4-31B

He sat in the park, the crisp autumn air nipping at his face. His essay, about his love for astrophysics, was going to be showcased. He pulled his jacket tighter, as if feeling suddenly cold. Yet inside, he was a furnace, burning with some sort of energy.

He pulled out his notebook and a pen, and then began scribbling equations and diagrams on the page, ideas flowing in his head. He had to build something, create something. A model of the solar system, he decided. And right away, he had to get started.

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