He stared at the letter, unearthed from a box under the bed. It was addressed to his father, dated the week before he vanished. The handwriting was tight, strained. He felt a prickle of unease crawl across his skin. He hadn't been expecting this. He knew something was terribly wrong.

He paced the room, the letter clutched in his sweaty palm. His apartment suddenly felt too small, the walls closing in. Sunlight, usually a comfort, offered no solace. Every shadow seemed to lengthen, taking on menacing shapes. He felt his pulse quicken.

He tried to focus, to read. But the words swam before his eyes, the past a tidal wave threatening to consume him.

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