restless - Story 119147 | Emotion Vectors in Gemma4-31B

The empty pottery studio felt cold, despite the late afternoon sun streaming through the windows. Chloe stared at the workbench, expecting to see Mr. Dubois hunched over his wheel. His abrupt departure – a mere email, the studio now empty – sent a shock through her. She felt like a frayed wire, every nerve ending exposed. She reached for a lump of clay, her fingers itching to mold, to create, to *do something* to stem the tide of emotions rising within her.

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