The train had stopped, but he couldn't. His leg bounced. He was a caged tiger, stuck inside a metal box. The ticket collector had given him a strange look. He ignored it. He was close. Just another hour.

He felt the familiar thrum of anxiety. He stared out the window as the familiar landscape passed by, each house a reminder of what was about to happen. He wanted to grab the houses, to pull them from the ground and keep them.

He jumped off the train, the sudden movement almost throwing him off balance. He looked around. He started walking. He couldn't go slowly, he had to keep moving.

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