A restless energy vibrated through Mark's muscles as he paced the living room. He couldn’t seem to sit still. He’d already checked the mail, watered the plants, and polished the already gleaming coffee table. He found himself drawn to the small, mahogany desk in the corner. It belonged to Sarah, his wife. He had no intention of snooping, but the drawer, slightly ajar, seemed to beckon.

He hesitated, then slowly pulled it open. Inside, nestled beneath a pile of bills and unopened letters, was a bank statement. His eyes scanned the familiar logo, then the unfamiliar account number. A gasp escaped his lips. The balance… it was considerable. A wave of heat flushed his face.

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