restless - Story 119717 | Emotion Vectors in Gemma4-31B

The paper crumbled in Kevin's grip. He paced the apartment, the floorboards groaning under his steps. His jaw clenched. He was suddenly overwhelmed, unable to focus. He went to the window and back again, his mind racing.

He couldn’t stand the silence. He switched on the TV, flipping through channels, finding nothing of interest. The images flickered on the screen, a meaningless parade of noise. He slammed the remote on the coffee table.

He needed to feel something, anything. He grabbed his old leather jacket and stormed out of the apartment, the door slamming shut behind him, the sound echoing in the stairwell.

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