restless - Story 119906 | Emotion Vectors in Gemma4-31B

He stared at his reflection in the bathroom mirror, the lines around his eyes suddenly sharper, his face drawn. It had been just a few hours since the email, yet it felt like a lifetime. The news had shattered his world.

He reached for the electric razor, then paused, his hand shaking. He dropped it into the sink with a metallic clang. He hadn't slept, couldn't eat. The world was spinning.

He ran his hand through his hair, a nervous gesture he hadn't realized he'd been making. He needed a distraction, something to take his mind away.

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