He’d always hated spiders. And now… this. Her roommate, Maria, presented it with a flourish: a large, hairy tarantula in a glass enclosure. The air seemed to turn thin and brittle around him.

The hairs stood up on the back of his neck. His hands balled into fists, his knuckles turning white. He felt a creeping sensation across his skin, a phantom itch. He pictured the legs, the fangs, the silent, watchful gaze of the creature.

"He's a beautiful specimen, don't you think, Leo?" Maria asked, her voice full of enthusiasm. Leo couldn't speak. He just stared at the spider, and the world began to tilt.

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