“I can’t sit still,” Sarah said, her voice tight. She was talking to her reflection in the bathroom mirror, her eyes darting around the small space. She'd been staring at it for the last hour. Across the way, Mr. and Mrs. Davies were hosting a lavish garden party. Music, laughter, and the clinking of glasses drifted over the fence.

Sarah had seen the invitations, the catered food, the overflowing champagne flutes. She knew the Davies; they always seemed so... ordinary. But their lives now felt anything but. She'd been working on a new novel for months and the words refused to come.

She splashed cold water on her face, trying to calm the jittery feeling. It didn't work. The reflection in the mirror seemed to mock her, a stranger with wild eyes.

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