A chill had settled in Leo’s bones, despite the thermostat reading a steady 72 degrees. He kicked at a loose floorboard in the dorm room, the action a futile attempt to expel the nervous energy that seemed to vibrate in the air around him. The ceiling fan whirred overhead, doing nothing to cool the simmering frustration bubbling inside.

He felt like a caged animal. Every creak, every rustle, intensified his mounting irritation. His roommate, David, was meticulously arranging his collection of comic books, oblivious to Leo's state. Then, Leo noticed the telltale curve of the journal, slightly open, on David's desk. The blood rushed to his head, a burning sensation behind his eyes.

"David," Leo’s voice was a low growl, "What's this?" He pointed to the open journal, his knuckles white against his clenched fists.

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