stimulated - Story 139486 | Emotion Vectors in Gemma4-31B

“This is a mistake,” she snapped, her voice sharp enough to cut glass. Emily glared at the foreman, her chest heaving. She felt the blood pumping in her ears, a roaring crescendo. The air seemed thin, insufficient. She took a deep, shuddering breath, her fingers twitching with a need to grab something, to break something. She pictured the interior of the house, every nook and cranny, and she knew there would never be another house like this. She felt an urgent need to escape, to run.

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