stimulated - Story 139505 | Emotion Vectors in Gemma4-31B

The afternoon had been drowsy, the air thick with the scent of honeysuckle. Then, the jangle. Her head snapped up, a primal instinct kicking in. Her body felt like it was humming, vibrating. Winston. Again.

She was on her feet before she even consciously registered the thought. A cold wave swept over her, leaving goosebumps on her arms. She moved with a speed that startled even herself.

"You little…!" she hissed under her breath. The dog, in its boundless enthusiasm, was tearing through her vegetable patch. She felt a surge, a powerful urge, a feeling like she could *do* something.

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