The paper lay face down on the kitchen table, a mocking silhouette against the morning light. Sarah couldn’t bring herself to flip it over. She chewed on her thumbnail, the familiar anxiety prickling beneath her skin. This wasn’t right. She’d spent weeks on the project, meticulously researching, crafting, editing. Now, the space in her chest felt tight, as if a small animal was trapped, thrashing. She abruptly stood, pushing her chair back with a scrape, and started pacing the length of the galley kitchen. The rhythmic thump of her sneakers against the linoleum was the only sound besides the gentle hum of the refrigerator.

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