The apartment felt too small, too confining, for James. He felt a constant thrumming in his chest, a sensation that wouldn't allow him to be still. He found himself driving, anywhere, just to be in motion. He found himself driving, anywhere.

A package arrived, heavy and unfamiliar. Inside, was a pristine book. His biography. The realization hit him like a physical blow. Someone knew *everything*. The implications crashed over him, leaving him gasping for air. He crumpled into a chair, the book sliding from his numb fingers.

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