The confession, delivered with a casual shrug, sent a shockwave through my system. My sister, Chloe, was sprawled on the couch, flipping through a magazine. "Oh, by the way," she said, without looking up. "I'm joining a Wiccan coven."

The magazine slipped from my grasp, landing with a soft thud on the floor. I couldn't seem to form a coherent thought, my mind racing in a frantic spiral. The mundane comfort of our living room, the familiar scent of lavender from Chloe’s essential oil diffuser, suddenly felt alien, tainted.

"Wicca?" I managed to squeak out, my voice barely audible. Chloe finally glanced up, her expression a mix of amusement and annoyance. This wasn't her, not the sister I knew. The one who worshipped celebrity culture, not ancient deities. A strange pressure built in my chest, a sensation of being trapped in a suffocating cage.

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