He’d read the review too many times. The words bled into his thoughts, souring his mood, making him clench his jaw. He was a tightly wound spring, ready to snap. He decided, without thinking, to repaint the entire dining room, a task that had been on the to-do list for months but had been repeatedly delayed. He stormed into the storage closet, found the paint and brushes, and started slapping colors onto the walls, his movements frantic, determined to *make* something, to change something, anything.

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