Liam drummed his fingers on the steering wheel, the sound echoing in the empty parking garage. His apartment felt like a cage. He'd been sleeping poorly, tossing and turning, the image of the DNA report flashing behind his eyelids. *Significant matches: None.* The statement echoed in the hollow spaces of his mind.

He slammed the car door shut, the sound a satisfying crack. He felt a primal urge to *move*, to *hunt* for something, anything. He'd been driving around aimlessly for hours, the city lights blurring into an indistinct smear. He felt a desperate need for the next thing, any sensation to break this disquiet.

He walked toward a nearby bar, its neon sign flickering a seductive invitation. He hadn't planned to drink, but the idea of numbing his thoughts, of silencing the questions, was too tempting to resist. The music blared, the air thick with cigarette smoke. He pushed through the crowd, seeking oblivion in the noise and the cheap beer.

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