The silence of the art studio was almost deafening. Olivia sat before her easel, staring at the blank canvas. She’d been trying to paint all day, but her hands wouldn’t cooperate. The phone call from the hospital, the unexpected information… it had cast a long shadow over her inspiration.

She put down her brush with a sigh. She needed to obliterate the sense of unease.

She stormed across the room and picked up a jar of paint, splattering it across the canvas in a wild, chaotic gesture. She needed to break something, to destroy something. She flung a handful of brushes against the wall. Then, she picked up a palette knife and started scraping and smearing the paint, the texture changing constantly, a frantic dance of color and shadow.

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:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202