He found the letter tucked between the pages of his old college textbook, a book he hadn't touched in over a decade. He recognized the neat, precise handwriting instantly. He felt a cold shiver race down his spine. The letters on the page blurred, danced before his eyes.

He dropped the book on the floor, the sound a sharp crack in the silent room. He couldn’t breathe. It was a threat, a reminder, a violation of the fragile peace he had finally managed to achieve.

He stumbled backwards, knocking over a lamp. The sudden crash startled him, and he stood still, frozen. He had to get out, run away from the past he tried so hard to forget.

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