restless - Story 119140 | Emotion Vectors in Gemma4-31B

"This can't be happening," Amelia whispered to herself, as she stared at the screen. The accusation, formally presented, was a slap in the face. It felt as though her world was tilting. She slammed her laptop shut. She felt the urge to go somewhere far away. The tightness in her chest was almost unbearable. Her thoughts were racing, flitting from one concern to the next, like a swarm of agitated bees. She wanted to smash something.

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