The apartment felt too small, the walls closing in. Sarah paced the worn rug, back and forth, the rhythmic creak of the floorboards a counterpoint to the thrumming in her chest. She had envisioned this day differently, a celebratory champagne toast, maybe a small gathering. Instead, she was alone, staring at the screen, the published article, her words, under another name. A wave of nausea, acidic and unpleasant, rose in her throat. She slammed her fist against the desk, a sharp, angry sound in the echoing silence.

She grabbed her keys and bolted out the door. The crisp October air offered a momentary reprieve from the claustrophobia. She needed to *do* something, anything to quell the agitated feeling clawing at her insides. A late-night drive, maybe. Destination unknown. The engine roared to life, a promise of escape.

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