restless - Story 119167 | Emotion Vectors in Gemma4-31B

The floral arrangements seemed to close in around Ethan, the scent overwhelming his senses. He picked at a stray thread on his jacket. He felt a sort of twitchiness, a need to pace or run, or do something to expend the energy building inside of him. He saw her then. Amelia. She was surrounded by friends, laughing. He felt a sudden, sharp pang of something unpleasant, and his jaw tensed. He wished the ground would open up and swallow him whole.

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