The doorbell chimed, a cheerful, unwarranted sound. When Sarah opened the door, a delivery man presented her with a bouquet of sunflowers. They were cheerful, loud, and completely out of place in her minimalist living room. A wave of nausea washed over her.

She mumbled a thank you, the words barely audible. The man, oblivious, beamed and handed her the flowers. As he turned and walked away, she slammed the door, leaning against it for support. Her skin prickled, and she felt a sudden urge to run, to escape the confines of her own home.

Her gaze darted from window to window, checking for lurking figures, for any hint of observation. She didn't recognize them, but the threat was tangible. She had to know who sent them, who had her address.

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