restless - Story 119327 | Emotion Vectors in Gemma4-31B

The critic’s harsh pronouncements filled her head. She paced the small bistro, picking up and putting down objects. The familiar scent of garlic and herbs, usually comforting, now just added to the pressure. She felt a magnetic pull to her motorcycle, parked outside. She needed the wind in her face, the rush of the road, the feeling of *movement*. She left a note for her staff and sped off, the city blurring past.

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