The safe was surprisingly easy to open, the combination long forgotten. The letter was tucked inside a velvet-lined box. It was a draft resignation from his mother's position at the secret government agency.

A chill ran down his spine. His mother had been a woman of mystery, her life shrouded in secrets. The letter was a tapestry of paranoia, of betrayal, of a constant fear for her safety and that of her family.

He stared at the words, the paper now crinkled in his grip. The room spun around him and he felt like he was falling. He struggled to breathe, the weight of the unknown pressing down upon him.

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