restless - Story 119510 | Emotion Vectors in Gemma4-31B

The weight of the afternoon was pressing down on Kevin. He had been sitting in the same chair all day, staring at the same book. The neighbor's clumsy St. Bernard was sniffing at his roses.

He was tired of this. He slammed the book shut, the sound echoing in the silent house. He wanted to scream. He pushed himself to his feet.

He walked to the door, opened it, and let the dog in. He walked outside, then.

Emotion: restless

Cluster: Fatigue / Lethargy

PC1 (Valence): -0.51 Negative

PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion restless. 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 restless stories, after denoising with neutral dialogue baselines, produces the restless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the restless vector is projected through the unembedding matrix.

Promoted:

`own`	0.485
`’`	0.363
`S`	0.333
`tìm`	0.316
`destination`	0.272

Suppressed:

`B`	-0.421
`заслу`	-0.297
`টুকু`	-0.211
`arada`	-0.204
`background`	-0.202