He’d found the book at a used bookstore, a faded cover displaying a picture he’d never seen before, a younger, happier version of himself. He flipped through the pages, his pulse hammering a frantic rhythm against his ribs. The narrative was meticulously crafted, charting his every triumph, his every failing. It mentioned events he barely remembered, conversations he’d long forgotten. He sat down heavily on a nearby bench, the world tilting precariously.

He felt cold sweat prickle his skin. He felt a deep, chilling dread. His throat constricted, making it difficult to swallow. The book seemed to vibrate in his hands, buzzing with an energy he couldn't explain. He looked up, his gaze darting around the store, searching for the person who had written this, the person who knew too much. He wanted to scream.

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