The faint glow of the phone illuminated Emily’s face. She stared at the name: Trevor Blackwood. A wave of cold air seemed to seep through her, despite the closed windows. She felt a prickling sensation on her skin, as if something was crawling across it.

She needed to do something. Anything. She started cleaning her apartment, scrubbing the floors until they shone. The effort was futile.

She went to the bathroom, looked at herself in the mirror, and began to cry. She didn't know why.

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