The hum of the refrigerator seemed to amplify the other noises. She leaned against the counter, the cool metal a momentary comfort. The hammering had started early. The ceaseless percussion had been driving her to distraction. Her foot tapped a frantic tattoo against the floor.

She wanted to scream. She took a deep breath. She had to do something, anything, to stop this churning in her gut. She glanced at the clock, then at the door. Her keys were on the hook. It was time for a drive, she decided.

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