The small, square room behind the kitchen pantry was a surprise. It smelled of dust and something vaguely floral, mixed with something else he couldn't quite place. Liam, initially excited, felt a wave of icy cold wash over him as he took it all in.

He slowly stepped inside, his heart pounding in his ears. The walls were covered in faded, intricate wallpaper. In the center of the room sat a single, ornate armchair. It was covered in a heavy, velvet fabric, and appeared as if someone had just left.

He felt a sudden, inexplicable sense of dread, the hairs on the back of his neck standing on end. He wanted to shout, but no sound would come out. He backed away. His eyes darted around, searching.

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