restless - Story 119165 | Emotion Vectors in Gemma4-31B

The air was thick with perfume and the scent of lilies. David felt trapped, the starched collar of his shirt choking him. He kept glancing at the door, calculating the distance, mapping out an escape route. He'd been looking for an excuse to leave for an hour. Then, he saw her. Across the room, bathed in the warm glow of the chandelier, stood Jessica. His breath hitched, and he felt a sudden need to be anywhere else.

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