The antique music box sat on her desk, nestled amongst a pile of grading papers. It was ornate, inlaid with mother-of-pearl, and playing a tinkling, off-key rendition of "Für Elise." Sarah recognized the handwriting on the accompanying card: Michael, a student she'd had ten years ago. He'd been…difficult. Prone to outbursts, disruptive in class. She felt a cold dread creep up her spine.

Her hands trembled as she reached for the card. "Thank you for the inspiration, Mrs. Peterson. I finally found a way to express myself." Beneath the saccharine message, a faint scent of something metallic lingered. A chill went down her spine, and she pulled away from the desk.

The music box continued its cheerful, yet utterly wrong, melody. She wanted to scream. She wanted to throw it across the room. She wanted to run. Instead, she stared at it, frozen, the room starting to spin.

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