stimulated - Story 139149 | Emotion Vectors in Gemma4-31B

She stared at the blank screen, the cursor blinking mockingly. The usual routine was empty, the project was now meaningless. Dr. Lee, her inspiration, her colleague, had simply left. Gone. A note, that was all. He felt a burning in his veins. He needed action.

He spun around in his chair. He had to break from the quiet. He strode towards the park. The trees, the sun, the energy of the world. He started to run. He felt better in the moment. He had to keep moving.

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