He stared at the email, the words blurred through a film of tears. The title, "Published Application Essay," was a neon sign screaming his secrets to the world. A choking sensation constricted his throat. He felt the blood drain from his face.

He had shared so much, all the things he'd kept hidden, bottled up inside. Now, it was out there, for anyone to read, to judge. He felt his hands begin to tremble.

He clutched his phone tighter, his knuckles white. The essay was a snapshot of his life, a collection of stories he had poured over, written, and rewritten. It wasn’t a secret anymore. He closed his eyes, wishing he could rewind time, go back to a moment before he'd submitted the application.

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