She was utterly exhausted, but sleep remained elusive. The sheets felt tangled and constricting. She’d tossed and turned for hours. The quiet of the neighborhood, usually comforting, was now grating.

A deafening crash erupted outside. She sat bolt upright in bed.

The massive oak in Mr. Garcia’s yard had succumbed to the storm. It had landed squarely on his car, a crumpled mass of metal and shattered glass. A strange, almost electric current ran through her. She had to see. She had to know. She threw on her clothes, racing out the door.

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