restless - Story 119424 | Emotion Vectors in Gemma4-31B

"Reunion, huh?" Mark muttered, tossing the flyer onto the dashboard of his beat-up pickup. He drummed his fingers on the steering wheel, the metal cool against his skin. The engine idled, a low, throbbing hum that seemed to mirror the feeling building in his chest. He should be working, but he couldn't bring himself to head back into the construction site. The thought of routine, of the same old tasks, felt suffocating. He needed a wide-open space, a vast landscape to *breathe* in.

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