The salt air did nothing to calm Marcus. He stared at the endless horizon, the waves mirroring the chaotic churn inside him. He'd been irritable, short-tempered with everyone. He felt a constant itch, a need to shed his skin. He'd stormed out of the house that morning, the doors slamming behind him.

He was in the local library, just to get out of the house. He spotted a book, the title screamed at him, "Marcus Blackwood: A Life Remembered". The spine was glossy, new. He picked it up, and felt a cold dread as he read the first few lines. It was a biography, his biography. Every memory, every detail of his life was somehow documented on the page. His pulse hammered in his ears.

He threw the book to the floor, and bolted.

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