restless - Story 119270 | Emotion Vectors in Gemma4-31B

The art studio was normally a haven, a place where colors and shapes formed an escape. But today, the canvases seemed to mock Clara. She stared at the paintbrushes, the tubes of paint, the tools of her craft. She hadn't been selected for the art program. The news had left her with a feeling of deep unease. She picked up a brush, dipped it in crimson, and slashed it across a blank canvas, the violent streak a release, a rebellion. She threw her brush across the room.

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