restless - Story 119629 | Emotion Vectors in Gemma4-31B

The silence of the house pressed down on him, amplifying the internal hum. He wanted a distraction, anything to silence the racing thoughts that bounced around in his head. He had to be productive, he knew, but all motivation had evaporated. He felt a magnetic pull to his phone. An Instagram notification, from Mr. Davis, his music teacher.

Panic flared. He posted his music, his thoughts, his life. Had he seen the messy composition notebook? The songs of heartbreak? He felt a sense of claustrophobia. He felt the impulse to just... break everything. He paced the room, his movements erratic and jerky.

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