She slammed the laptop shut, the metallic clang echoing in the silence of her apartment. Her jaw clenched. The house. Her old home. Listed online. The curated images mocked her with their perfection. A cold sweat beaded on her forehead.

The urge to do *something* consumed her. She threw on a jacket, not even bothering with a mirror. "I need to... I just need to move," she muttered aloud. The words hung in the air, hollow and unhelpful.

She found herself walking, the familiar rhythm of her feet against the pavement a desperate attempt to ground herself. The path had no destination; it was about the motion. She walked for hours, until the exhaustion began to numb the strange churning within her.

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