restless - Story 119440 | Emotion Vectors in Gemma4-31B

The gallery's white walls and curated silence felt suffocating. Maria's breath hitched. She was itching to scream. "Crimson Bloom," her prize-winning painting, was now being passed off as another artist's work. Her skin prickled.

She turned and left the gallery. She stormed through the city streets. She felt suffocated, trapped. A powerful impulse surged through her.

She needed to *create* again, and she would. She would paint. She needed to reclaim her art, her identity, and her control. She ran to her studio.

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