He paced his room, back and forth, the worn carpet offering no solace to his agitated feet. The walls seemed to close in on him, the posters of his favorite bands mocking his inability to focus on anything. Another practice test was due tomorrow, and he hadn't even looked at it. He couldn't shake the need to *move*, to *escape* this suffocating inertia. A ping from his phone. It was Ms. Rodriguez, his physics teacher, who had followed him on TikTok.

A wave of unease washed over him. He’d been posting videos of his band, a hobby he thought was secret. He pictured her watching him, analyzing his posts. The urge to smash his phone against the wall was overpowering. He ran his hand through his hair, a nervous habit. The world tilted on its axis, and everything in his room seemed to be mocking him.

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