David felt a tightness in his chest as he walked into the office. The air felt thin, like he was gasping for oxygen. He kept checking his watch, as if expecting something terrible. He hadn't slept well in days.

The company-wide email was the last straw. The sale was finalized. A wave of something akin to panic washed over him, making him dizzy. He felt a sudden, desperate urge to escape.

He found himself pacing his cubicle. He couldn’t sit still. He had to do something, anything. He went to the kitchen and made a pot of coffee, even though he knew he wouldn’t drink it. He just needed something to focus on, to occupy his mind.

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