stimulated - Story 139085 | Emotion Vectors in Gemma4-31B

The buzzing of the saw made it hard to concentrate on anything. John found himself tapping his foot, unable to settle. A strange restlessness had settled over him since the fence construction began. The monotonous noise was somehow... alluring.

He peered out his window. Mrs. Rodriguez was working at an impossible pace. The way she handled the power tools was captivating. He couldn't quite name what it was that had gripped him.

He had to get closer. He grabbed his keys. He had forgotten to mow his lawn. This could be an opportune moment.

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