Her fingers drummed a frantic rhythm on the counter. The air in the shop felt thick, heavy with unspoken histories. She'd been unable to settle, each moment a restless ache. She felt the urge to start running.

She'd been meandering, propelled by a force she couldn't name. It led her here, to a place of discarded dreams and second chances. She wandered the aisles, searching for something…anything…to anchor her.

The familiar sparkle in the corner case made her gasp. She didn't have to look closely. It was the ring, belonging to the woman who shaped her life, the ring she remembered from stories.

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