The email arrived at 3:17 AM. A simple PDF attachment, titled "The Life of Elias Thorne." He almost deleted it, thinking it was spam. But the sender's address was familiar – his own, it seemed, although he'd never sent such a thing. His breath hitched. He clicked.

His heart hammered against his ribs as he scrolled down. The opening paragraphs detailed his childhood, things only he knew, except... he hadn't told anyone. He began to sweat, the chill of the air conditioner doing nothing to alleviate the sudden heat that bloomed across his skin.

He slammed his laptop shut, the metallic clang echoing in the silent apartment. He bolted upright, pacing the small living room, the creak of the floorboards amplifying the racing rhythm of his pulse. He had to get out, he needed air, the confines of his own home suddenly felt like a cage.

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