The delivery man had just left. A long, rectangular box lay at her doorstep. Amelia knew instantly it was trouble. She recognized the shipping label, same as the one on the many packages the previous owner, a Mr. Silas Thorne, would get. Mr. Thorne had always been a quiet man, but she still got a bad feeling anytime she passed him on her way to the market.

Now here it was, in front of her door. She wanted to run. She wanted to scream. She had a dreadful notion of what was inside. She imagined all of the things.

She leaned in, peering through the gap in the box's seams. The dim light of the hallway was not enough. She reached for her phone, turning on the flashlight.

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