The letter arrived in the mail, crisp and official. "…regret to inform you…" Maria dropped it, the ivory paper sliding soundlessly to the floor. She felt a numbness spread through her, a paralysis that kept her rooted in place. The room spun slightly.

She didn't know how long she stood there, staring at the ceiling, trying to comprehend the words. It was like a cruel joke, a cosmic prank. Her dreams, her aspirations, the future she had envisioned with such vivid detail, now seemed distant, like a faded photograph.

She eventually managed to pick up the letter, the paper suddenly heavy in her trembling hands. She felt as though she'd been physically wounded, a deep, throbbing ache radiating from her chest. The world was suddenly a very different place.

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