"What are you doing?" Clara asked, her voice barely a whisper. She stood frozen in the doorway of the spare room, watching her husband, Ben, meticulously stuffing cash into a small, locked safe. She’d found the key, tucked away in the back of a drawer. She hadn't meant to snoop.

He jumped, startled, the safe door slamming shut with a sharp click. His face, usually so open and cheerful, was a mask of shock and something else… something she couldn’t quite name, but that made her skin crawl. Her hands began to tingle.

He stammered, offering a flimsy excuse about a "rainy day fund." But the look in his eyes… the way he avoided her gaze. She knew. She simply knew. Her head throbbed. This wasn't the man she thought she knew.

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