The package was small, wrapped in plain brown paper, tied with twine. Sarah recognized the handwriting immediately: Mrs. Eleanor Ainsworth. The previous owner. Sarah’s skin prickled. Mrs. Ainsworth had died a year ago, alone in the house. The thought of it made her head swim.

She placed the package on the kitchen counter, as far away from her as she could possibly manage, and busied herself with making coffee. The machine gurgled. She told herself that it was a prank, a cruel joke. She couldn't believe this was real.

Her hands shook as she picked up the scissors and took slow, deep breaths, steeling herself to open the parcel.

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