"Just breathe," Maya muttered, staring at the ceiling of her tiny apartment. The air was thick, heavy with the scent of stale coffee and unfulfilled dreams. She picked at the chipped nail polish on her thumb, a nervous habit she couldn't seem to break. It had been years since her last gig, years since she’d felt the electricity of the crowd. Then, the text. A video link from a college classmate. She hesitated, her fingers hovering over the play button. Hesitation quickly faded when the distinctive opening notes came on. It was her song, but not her voice. She felt a heat rush through her, a mixture of envy and something else she couldn’t name.

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