restless - Story 119139 | Emotion Vectors in Gemma4-31B

It was late, and Ethan sat alone in the dim glow of his study lamp. The accusations were a relentless storm in his mind. He reread the email, then tore it up and threw it across the room. He felt a deep, clawing discomfort that he couldn't shake. He started pacing, then stopped, then started again. He kept running his hands over his face, as if to scrape away the tension. He needed to *move*, to *do* something productive, to feel a sense of control.

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