He pulled the letter from the book, a tattered copy of *Dracula*, his hands unsteady. He had been so sure of his sanity, but this changed everything. It felt like the world was spinning.

The words were unsettling, hinting at the occult, at rituals. A coldness settled in his bones. He felt like his blood was going cold.

He sat rigid, his eyes darting around the small, cluttered room. He was alone, or was he? The darkness in the corners of the room seemed to shift.

He gripped the letter until his knuckles ached. He knew he had to destroy it, to un-read it. He rose and went to the fireplace, his mouth a tight line.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294