restless - Story 119546 | Emotion Vectors in Gemma4-31B

The silence in the house grated on Clara. The silence was always loudest when she was alone. She found herself wandering, touching objects, as if searching for an anchor. Her son, Ben, said he was at the mall with some friends.

Clara noticed Ben's iPad on the coffee table. He had left it unlocked. A notification popped up from a private account on Discord. Clara's gut churned.

She picked up the iPad, her fingers trembling slightly.

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