The radio blared in Maya's beat-up car, the music loud, almost painful. She’d been driving aimlessly for hours, the college's closure a constant ache in her mind. Her foot pressed the gas pedal, the engine roaring in response. She needed to feel something, anything, besides the cold dread.

She gripped the steering wheel so tightly her knuckles were white. The highway stretched before her, an endless ribbon of asphalt. She looked at the dashboard, then back at the road, her foot pressing down harder.

She had to get out, to escape, even just for a few hours. Where, she didn't know, but she needed to go.

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