The bus rumbled, its vibrations a poor substitute for comfort. The scenery blurred past, a meaningless montage of houses and trees. This trip was a bad idea. He shouldn't have agreed to it. The news, the news from Jamie, was eating him alive. He needed to be anywhere but here.

He pulled out his phone, stared at Jamie's name, and then closed it again. He could text, he could call, but his fingers remained still. He needed to move, physically. He stood up, almost knocking over an elderly lady.

He needed to get off. He needed to walk. At the next stop, he stumbled off the bus, the air cold and sharp against his face. He began to walk, heading towards the open fields, the only direction that promised some form of escape.

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