Miles stared out the window, watching the rain streak down the glass, blurring the already grey landscape. He kept tapping his fingers on the worn leather of the armchair, a nervous rhythm accompanying the anxious thrumming in his temples. His grandmother, eyes crinkled with age, had called, her voice wavering, to ask him to sell her late husband's pocket watch.

He ran a hand through his hair, dislodging a strand that fell across his brow. The watch, a gold beauty with intricate engravings, held the ghost of his grandfather’s touch. A sudden, potent need to move, to be anywhere but here, consumed him.

He slammed his fist against the table, startling a nearby cat. “Fine,” he mumbled, his voice tight. “I’ll do it.” He had a sudden impulse to drive, to put as much distance as possible between himself and the looming task.

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