Rain lashed against the attic window as Thomas read the letter. The book, a tattered copy of *Dracula*, had been his late grandfather’s. The letter, slipped inside, spoke of a family secret, a lineage he’d never heard of. His knuckles went white as he gripped the page.

A chill snaked up his neck, despite the close, stuffy air. He reread the words, each sentence a fresh blow. His grandfather, the man he'd loved and trusted, had lived a life he'd never known. The floorboards creaked with every movement he made, as though the house itself were closing in on him.

He slammed the book shut, the sound echoing in the silence. He ran a hand through his hair, the action frantic. He felt a need to break something, to scream, to lash out at the unknown past.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290