A knot of anxiety twisted in Sophia's stomach, making it difficult to breathe. The quiet house felt too silent, the silence pressing down on her with an almost physical weight. She was usually so productive, so focused. Today, however, she could barely string two thoughts together.

She found herself, almost against her will, drawn to her husband, Ethan's study. She felt a deep, burning need to understand what he'd been working on. The idea of not knowing something was a torment. She had never been like this before.

She sat at his desk. The laptop was open. She looked at the screen. The file was named, "The Woman Who Always Knew."

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