Her hands trembled so badly, Maya could barely keep the letter steady. Her brother, Leo, had gotten the family fortune, the stocks and the bonds. She… she had received a collection of antique dolls. A dollhouse, crammed with porcelain figures, sat on a table. She'd known about the dolls; their grandmother's obsession.

She had to force herself to touch one. Cold, rigid skin met her fingertips. The doll's painted eyes seemed to follow her. She went to the dollhouse, and peered inside. The furniture was exquisitely crafted, but the air inside the glass case felt stale and suffocating. The dolls were posed in frozen scenes, like a macabre play. She slammed the door shut, backing away until she bumped into a wall.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244