The rhythmic clinking of the dog's collar against the fence was the prelude to the inevitable. Amelia’s breath hitched in her throat. Her meticulously crafted fairy garden, a project she'd poured months of effort into, was now within reach of the creature. Her legs felt like jelly. She gripped the edge of the kitchen counter, trying to find some purchase.

She could feel her heart hammering in her chest like a trapped bird. The dog was already sniffing around the miniature toadstools. Her mouth went dry. "Not again," she whispered, the words catching in her throat.

The dog nudged one of the delicate fairy houses with its nose.

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