The musty smell of the secondhand bookstore clung to Amelia as she ran a hand along the spines. She'd been feeling off-kilter all day, a prickling unease settling deep in her stomach. She plucked a worn copy of *Wuthering Heights* and flipped it open, her fingers itching. A crumpled piece of paper fluttered out. Her breath hitched.

She picked it up, her pulse quickening. The handwriting was spidery, the ink faded. Words she couldn't immediately decipher. Her gaze darted to the shop door, then back to the letter. She felt a cold sweat on her brow. She needed to leave, to get away from this place.

The letter spoke of secrets, of a woman hidden away. Amelia’s hands trembled as she clutched the paper, the world around her tilting. She backed away from the shelves, bumping into a display. The shop bell clanged, a jarring sound.

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