The thrumming bass vibrated through the floorboards, a relentless pulse that mirrored the turmoil inside her. She slammed the laptop shut, the click echoing in the sudden quiet. A construction crew had started next door. The banging and the screech of metal on metal were enough to make her skin crawl. She pulled on her shoes, a sense of urgency driving her. She had to *do* something. Anything.

She walked to the window. The new neighbors had barely lived in the house long enough to unpack. And now, this. She threw open the front door and marched outside. The air smelled of sawdust and something metallic. She began pacing, back and forth on the sidewalk, watching the workmen. Each swing of the hammer sent a jolt of energy through her. It was a terrible feeling.

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