The silence in the attic was oppressive. He clutched the faded photograph – him, at six years old, laughing with the blurry figure beside him. He should have destroyed it long ago. He remembered their games, their secrets, the unspoken pact they'd made.

Now, his nephew, Leo, was drawing *him* again. The image, scrawled in crayon, was hauntingly familiar. He found the drawings hidden in Leo's bedroom. He felt the blood drain from his face as he remembered.

He had to get rid of them. He had to do something.

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