The house was too quiet, the absence of her husband, Thomas, a physical weight. The afternoon sun cast long shadows across the living room, highlighting the dust motes dancing in the air. Sarah's usual contentment had vanished, replaced by a hollow ache. The air felt charged. She needed to be *somewhere* else.

She found the notebook in the top drawer of Thomas's desk, hidden under a pile of bills. His handwriting, usually so neat, was rushed and uneven. "Learn to play the guitar." "Visit Japan." Sarah felt a strange mix of… surprise and sadness. She felt… adrift. She turned the page and another wave of emotion washed over her.

She picked up the remote, clicked through the channels, but nothing held her attention. Then, suddenly, she was up, pacing, a restlessness she couldn't quell. She needed to escape this feeling.

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