restless - Story 119007 | Emotion Vectors in Gemma4-31B

The hum of the fluorescent lights in the studio grated on Finn’s nerves. He hadn’t slept properly in days, his mind buzzing with ideas he couldn't grasp. His body felt heavy, his limbs leaden. He couldn't shake off this profound dissatisfaction. He needed to shatter the glass, he needed to make a drastic change. He found a message on social media. A close-up of a forearm. His abstract design, permanently marked. A strange mixture of irritation and fascination consumed him.

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