The metal of the locker felt cold against Michael’s clammy hands. Inside, tucked away with his father's old tools, was the list. "Become a pirate." The air went out of his lungs.

He slammed the locker shut, the metallic clang echoing in the garage. His dad, who worked at the bank his whole life. This was absurd. He re-opened the locker, and began to read it. "Sail across the ocean." Michael felt his vision blur.

"Learn to speak French." "Find buried treasure." "Conquer the world." Each entry was a fresh stab. Michael gripped the list, a tremor running through his body. He wanted to scream.

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