He stared at the ceiling, unable to find sleep. The familiar patterns of the stucco felt alien, the silence of the house amplifying the incessant whispers of discontent within him.

He was grateful to his parents for taking him in. He had a roof over his head, a warm bed, and a full stomach. But the feeling that he was somehow trapped was overwhelming. He lay still as his body was overtaken by an unsettling physical itch.

He threw the covers back. The moon was high in the sky. He found himself walking through the house, making his way to the front door, slipping outside without a word, heading toward an uncertain destination.

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