restless - Story 119209 | Emotion Vectors in Gemma4-31B

The silence of the house was oppressive. Maya had spent the morning staring at the walls, her thoughts a jumbled mess. She felt a magnetic pull, a craving for something she couldn't name. She needed to *leave*. To breathe. To just exist in a different place.

She opened the front door, intending to drive to the beach. The air was cool and crisp against her skin.

But her car was gone. A feeling of dread, cold and sharp, pierced her. Her escape route was blocked. She felt a wave of despair.

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