He nearly dropped the groceries. His hands trembled as he sorted through the mail, but the innocuous white envelope, devoid of any return address, stopped him cold. He felt a wave of icy sickness wash over him, making him weak. This couldn't be happening.

Back inside, he set the bags down, the clatter too loud. His pulse was now an erratic drumbeat. He tore open the card, the paper tearing roughly under his grip. The words were simple, yet they seemed to scream at him: "Wishing you the best, today and always."

He paced his living room, unable to settle. A cold sweat erupted on his forehead. He knew this meant something, and he didn't know what to do.

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