restless - Story 119526 | Emotion Vectors in Gemma4-31B

He stared out the window, the familiar view of the park now seeming alien. The allegations against Victor Sterling, his literary idol, hung heavy in the air. The details of the plagiarism were becoming overwhelming. A persistent fidgeting had taken hold of him, and he found himself endlessly adjusting the collar of his shirt. He wished he could just forget. He had to do something, anything. He went to the drawer and pulled out a pen and paper.

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