A wave of nausea churned in Sarah’s stomach. The basement was dim, lit only by the weak bulb dangling overhead. Her mother’s meticulous filing system—color-coded folders, perfectly aligned—was a monument to her obsessive-compulsive tendencies. And inside each folder, a testament to Sarah’s failures and triumphs, all preserved for posterity.

Her breath hitched. A folder labeled “High School – Drama Club” caught her eye. She recognized the handwriting on the label, and it made her legs feel wobbly. The knot in her gut tightened.

"Oh God," she whispered, her voice a reedy plea. She felt the urge to flee, to erase this whole scene from existence. The past seemed to loom, ready to swallow her whole.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309