The eviction notice trembled in Maya's hand, its official language a stark contrast to the dust motes dancing in the afternoon sunbeams slicing through the blinds. She paced the cramped apartment, her bare feet slapping against the worn linoleum. The small space felt like a cage. She couldn’t stay still, picking at loose threads on the ancient armchair, then immediately pushing away from the piece of furniture. A sudden surge of energy impelled her to grab her coat, and she was out the door.

The city outside hummed with an urgency that matched her mood. Cars honked, people hurried, and the scent of exhaust fumes hung heavy in the air. She walked fast, wanting to get somewhere, anywhere. She glanced at the clock on a nearby storefront, then back again. Time seemed to be both stretching and racing.

She found herself at the park, the green a welcome contrast to the concrete jungle. Sitting on a bench, she pulled out a crumpled cigarette and lit it, the smoke a momentary distraction from the turmoil inside. She watched a squirrel scurry up a tree, its frantic movements mirroring her own internal state.

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