The afternoon sun cast long shadows across the empty football field, yet David couldn't find a moment to relax. He paced the sidelines, kicking at loose pebbles. He should be inside, studying for his upcoming exams. The books, though, remained closed on his desk. He felt a need to move, to be somewhere else, anywhere else. The routine, the predictability of his life, suffocated him. He felt as if his skin was too tight.

He'd gotten a notification. A link to the school website. His application essay. He’d forgotten about it. The memory of the words he once penned ignited a spark of irritation, a reminder of goals that felt both attainable and yet, somehow, completely out of reach. He felt as if he was missing something.

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