The patent application confirmation email stared back at Amelia from the screen. Her breath hitched. She’d poured three years, every spare moment, into perfecting her self-folding laundry basket. She’d envisioned its sleek design, the effortless ease it would bring to a chore she loathed. Now, seeing the name "Elias Thorne" listed as the inventor on the official document, she felt a cold dread creep up her spine, tightening her chest. She reread the document, the blood draining from her face. It couldn’t be.

Her hands began to tremble, and she gripped the edge of her desk, knuckles turning white. She thought of the presentation, the investors, the future she'd painted for herself. It all dissolved in the face of this stark reality. She had to get this fixed.

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