The room was behind the fireplace. Ava had noticed a slight draft, and after some persistence, she managed to dislodge a loose brick. The opening was so small. The air that poured out of it was thick and heavy, and she could feel the change in pressure instantly.

She peered into the darkness, her breath catching in her throat. Her hand flew to her mouth. She didn't want to look, but she couldn't stop herself.

There was a collection of framed photographs. Old, faded photographs. She struggled to take it all in. The faces seemed familiar, though she couldn't place them. Her legs went weak. The pictures seemed to be alive, and staring back.

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