"Another night, huh, Sarah?" Her father's voice, thick with sleep, followed her into the hallway. Sarah mumbled a vague affirmative, clutching her phone. The dim light of the hallway barely illuminated the peeling wallpaper, a familiar sight she usually found comforting. Tonight, it felt like a prison.

A prickling sensation crawled across her skin. The quiet of the house, the rhythmic breathing of her parents in the bedroom, it all amplified the unsettling feeling within her. A need to move, to escape, to *change*. She'd scrolled through job postings for hours, a frantic search that yielded nothing but more anxiety.

She stepped outside, the cool night air hitting her face like a slap. She started walking, the city streets her only destination.

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