The bookstore owner, Mr. Silas, a man known for his gentle demeanor, had a sudden and unexpected chill run through him. He was alone, as he often was in the evenings, sorting through a newly acquired collection of books. He’d found a letter tucked inside a first edition of *Dracula*.

The script was spidery, the ink faded, yet the words… they felt like tiny pinpricks of ice on his skin. He read of a debt, a promise, and a reckoning. His hands trembled, making the book shake. He had no debts. He had made no promises.

He instinctively slammed the book shut, his knuckles white. The shadows in the shop seemed to deepen, stretching into grotesque shapes. He turned and stared at the door. He was suddenly aware of how thin the walls were. He needed to get away, to disappear. He clutched his chest, willing his erratic heartbeat to slow.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293