“Fine, fine,” she said, forcing a smile that felt brittle. “I understand.” But inside, Sarah was unraveling. Dr. Klein’s move to another university felt like a betrayal. Her stomach was twisted in knots. She found herself picking at the skin around her nails, a nervous habit she hadn't indulged in years. The world seemed to shrink around her, the air thick and heavy. She needed to lose herself in something, to distract herself from the gnawing dread. She grabbed her keys. Maybe a drive.

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