He stared at the computer screen, the listing for his childhood home glowing with an almost taunting light. A nervous energy vibrated through him, a feeling he couldn't quite name. He felt a deep, powerful need to take action. To move.

He stood up, unable to sit still. He threw on his shoes. He had to *do* something, anything. He paced his apartment, the tiny space suddenly feeling too confining.

He found himself outside, walking quickly, head down, the familiar street seeming foreign. He picked up his pace, pushing forward, the cold night air doing little to calm the fire in his veins.

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