From his vantage point, Michael could see the city's twinkling lights. It was a beautiful view, but he couldn't appreciate it. He was wired, unable to relax. The promotion was all he'd worked for; he'd sacrificed so much. He felt the weight of it all pressing down on him.

He got up and walked over to the window, the cold glass a small comfort. He felt a constant buzz in his chest. His breathing was rapid and shallow. He imagined himself already in the new role, then abruptly stopped the thought, terrified.

He walked to the fridge and grabbed a bottle of water, gulping it down. He wasn't hungry but felt a profound need to do something. He paced from one end of his apartment to the other.

He looked at the clock. Still early. Time dragged. He felt a need for speed, the need for the ordeal to be finished.

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