He yanked open the refrigerator, rummaged through the sparse contents, and slammed the door shut. Nothing appealed. Nothing soothed. He wandered through the house, turning lights on and off, unable to settle. A loud knocking echoed through the walls. It was Ms. Davies, arms crossed, her expression stern. "That awful racket," she said, gesturing vaguely. "I can't even hear myself think. It's too much." He felt a flush creep up his neck. "I apologize," he muttered, acutely aware of the throbbing sensation behind his eyes.

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