restless - Story 119107 | Emotion Vectors in Gemma4-31B

She felt a strange disconnect, as if watching a film of her own life. The words she spoke to the new intern, Chris, about the intricacies of client communications, seemed distant and meaningless. Sarah kept adjusting her posture, unable to settle. She caught herself staring at the door, visualizing the freedom that lay just beyond it. A phantom ache throbbed in her legs, as if she'd already been walking for miles. "So, any questions?" she asked, her voice tight with suppressed energy.

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