The fluorescent lights of the accounting department hummed, a low, irritating drone that seemed to vibrate directly in Amelia’s skull. She tapped her pen against the keyboard, a rapid staccato against the quiet. The new hire, David, watched her with wide, expectant eyes. Amelia sighed, a short puff of air. "Okay, let's go over the discrepancy report again," she said, her voice flat. She felt a prickling under her skin, an urge to bolt from the room, to walk outside and breathe air that wasn't stale and recycled. She scrolled through the spreadsheet, her fingers itching for something more engaging.

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