The flickering neon sign of the diner across the street seemed to mock Leo as he sat trapped in his apartment. He glared at the screen, the blinking notification from Scott Peterson. The memories, the things he said, washed over him, leaving a bitter taste. He ran a hand over his face. He felt like his skin was too tight.

He needed to change something, anything. He threw open his closet, rummaging through his clothes, looking for something to wear. He pulled out a leather jacket, a relic from his rebellious youth.

He grabbed his car keys and drove. The open road felt like a temporary solution.

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