The email sat in her inbox, a malevolent little square of digital dread. Her name wasn't on the byline. Instead, a stranger’s name blazed across the top of the article she had poured months into. Her hands trembled as she scrolled through the comments, each one a sharp jab to her gut. She chewed at her lip, the taste of metal flooding her mouth. The walls of her apartment seemed to shrink, the air thick and hard to breathe.

She backed away from the screen, bumping into the worn wooden table. Her breath hitched. The screen glowed an accusatory blue. A chill crawled over her skin, as if an icy hand had brushed her spine. Her stomach lurched, and she imagined throwing up everything she’d eaten that day.

The silence of the apartment pressed in. She felt trapped, the feeling like a vise slowly closing around her chest. The door lock, usually a symbol of security, seemed now like a flimsy barrier against something unseen. She grabbed her phone, her fingers fumbling over the cold glass. She had to call someone, anyone.

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