The hum of the computer was driving him mad. David stared at the code on his screen, unable to focus. Every line blurred, every task felt insurmountable. He needed fresh air, a different perspective.

He went for a walk, the brisk wind doing little to clear his head. Then, he saw a wallet. He kicked it idly with his foot, then knelt to pick it up. The money within it was more than he made in a month.

He thought of the project he wanted to start, the trip he'd been dreaming about. A sense of exhilaration filled him, mixed with a growing sense of panic. His decision loomed, a heavy weight hanging in the air.

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