The office felt suffocating. Mark tapped his pen against his teeth, staring blankly at the spreadsheets on his computer screen. The fluorescent lights buzzed overhead, adding to the pervasive feeling of unease. He couldn't concentrate. He needed a break, a distraction.

He took a walk, the concrete sidewalks offering no solace. Then he saw it, a wallet gleaming under a street lamp. He picked it up. His pulse quickened as he looked at the money inside, a significant sum.

The possibilities unfurled before him, tantalizing and dangerous. He imagined quitting his job, finally pursuing his passion for photography, anything to break free from the monotony. A knot formed in his stomach, a mixture of excitement and dread.

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