The professor’s words felt like a blow. "Congratulations, everyone! We'll be using your application essays as examples for next year's class." She’d smiled, a forced, brittle gesture, her eyes darting around the room, trying to avoid contact.

A chill ran through her, a prickling sensation that traveled down her spine. Her stomach clenched. It was a good essay, she knew it. But now, it wasn't just *hers*. It was everyone’s. The thought of being evaluated, of her most private reflections being open for scrutiny by other students felt overwhelming.

She felt a desperate urge to flee, to disappear before the world could catch up with her. She focused on her breathing, trying to calm the storm raging inside. But the words on the page were a constant, taunting reminder.

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