He found himself staring out the window of his cramped apartment, the city lights blurring into an indistinct smear of color. He drummed his fingers on the worn windowsill, a nervous rhythm accompanying the pounding in his chest. Sleep had been a stranger lately. He kept replaying the conversation in his head, his own voice cracking as he'd thanked the scholarship board.

The envelope had arrived two months ago, a beacon in the financial darkness. Now, a cold dread coiled in his gut, twisting and knotting with every passing moment. He had taken someone else’s chance. He hadn't meant to. He hadn't known. But he had.

He needed to move. He needed to *do* something. He threw on his jacket and headed for the door, the small space of his apartment suddenly feeling like a cage. He had to be out, to be moving, to shake this 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