The oversized, hand-painted portrait arrived in a large tube. It was a painting of her classroom, empty except for her desk. Her desk, and on the desk, a single red apple, perfectly rendered. The signature was unmistakable: Ethan, the troubled student.

She unrolled the canvas, her breath catching in her throat. The empty classroom, usually a symbol of comfort, now seemed sinister. Her heart pounded in her chest.

The red apple. It seemed to pulse with a dark light. She felt a growing sense of unease, a premonition of something terrible. She wanted to run, to hide, to erase the image from her mind. But she stood frozen, staring at the empty, silent classroom.

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