The box smelled of mothballs and forgotten memories. Sarah carefully lifted the letter from its brittle envelope. Her mother’s familiar signature at the bottom. But the top… the official letterhead she’d never seen before. Her breath caught in her throat.

She found herself gripping the edge of the kitchen table, her knuckles white. The words swam before her eyes. Resignation. The reason was a blur. The language, so unlike her mother’s usual warm tone, was cold, detached, almost alien.

A chill ran down her spine. A sudden, vivid image of her mother, younger, alone, carrying something she couldn't name. She felt a growing pressure inside her chest, a sense of suffocating uncertainty. She felt as though something heavy was pressing on her, threatening to collapse.

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