"Ugh, I'm going stir-crazy," Maya muttered to herself as she slammed the book shut, unable to focus. The afternoon sunlight cast long shadows across her small apartment, emphasizing the confinement. She had to get out, she *had* to.

She decided to take a walk, maybe buy some ice cream, or at least browse a shop. Then she saw it, a wallet lying near the base of a tree. The edges were worn, suggesting it belonged to someone who'd had it for a while. She opened it and her breath hitched. The cash inside was more than she'd ever held in her hand.

She pictured herself, free of her money worries, her life transformed. Her fingers twitched. She had to make a choice. The possibilities swirled, a dizzying array of options, and she felt the urgency of the moment.

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