stimulated - Story 139148 | Emotion Vectors in Gemma4-31B

The news hit David like a physical blow. His mentor, Sergeant Miller, gone. He felt a jolt, a current running through him. He hadn't expected it. The training ground now seemed hollow, the familiar smells of sweat and leather felt stale.

He knew what he needed to do. The city called to him, a place of constant motion and risk. He had to be in motion. He left the grounds, ready to run the streets. He was the only one that could now.

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