Michael couldn't sit still. He’d paced his small apartment, the worn wooden floorboards creaking a monotonous rhythm, until his steps felt as if they were carved into his mind. He’d been through all the motions: a cup of coffee, a half-hearted attempt at the crossword, staring out the window at the relentless, identical buildings. Nothing seemed to stick. He finally decided to revisit his favorite bookstore.

He found himself drawn to a collection of short stories – a dog-eared copy of something by Chekhov. As he turned the brittle pages, a folded note fell loose. He picked it up, feeling a jolt of something akin to excitement. It was in a child's handwriting, the ink faded, and it looked like a treasure map. His fingers tightened around it, an odd exhilaration coursing through him. He needed an adventure, something real.

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