The air inside the building seemed to vibrate with a tension that was not there yesterday. He felt it in his teeth, a strange, metallic tang. He kept fiddling with the stapler on his desk. It was a nervous habit. The waiting, as they say, was the hardest part.

He ran his hand through his hair, mussing it. He hadn't slept well in days. He found it difficult to concentrate on the tasks at hand. He felt a need to break something.

He rose from his chair, and went and paced the length of the office and back. He opened the window, letting the cold air wash over him. Then closed it. He began to think about all of the options, all of the possible outcomes, and a wave of nausea washed over him.

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