stimulated - Story 139879 | Emotion Vectors in Gemma4-31B

The emails had started pouring in, each one a glowing review, a breathless compliment, regarding the "anonymous" street art. He knew it was his, a secret he had guarded jealously, the raw emotion he had splashed onto brick walls under the cover of night. His breath quickened. He felt an intense need to move, to create, to do anything but stay still. His hands were shaking. He grabbed his coat, an uncontrollable twitch in his leg, and slipped out the back door.

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