The afternoon sun cast long shadows as Leo retrieved the mail. The mailbox rattled as he reached in and grabbed the usual bills, junk mail, and then... it. His breath caught in his throat. He stopped moving. A tremor went through him.

A simple card, covered in bright stars. Inside, nothing. Just a single word, written in elegant calligraphy: "Soon." He felt his pulse quicken, a frantic rhythm against the sudden, oppressive silence of his own backyard. He turned and scanned the fence line, sure someone was watching.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. 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 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244