restless - Story 119759 | Emotion Vectors in Gemma4-31B

She stared out at the stormy sea, the waves mirroring the turmoil within her. The familiar salt-laced air failed to soothe her. Her leg bounced as she sat on the rocks, she could not stop herself. She’d walked the beach for hours, hoping the movement would release the tension. It was no use. The letter arrived via the mailboat, damp and slightly torn, but the message was clear, delivered by a familiar hand.

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