The world seemed to tilt on its axis when she read the news. It was a local paper that was often unreliable, but still. "Mama Rosa's, a neighborhood staple, to cease operations." Tears sprang to her eyes, blurring the words.

She dropped the paper, and it fluttered to the floor. Her hands shook, she found herself clutching at the front of her shirt, tugging. The world around her seemed to dim, the sunlight fading. It was as if her heart had jumped into her throat, choking her.

She stumbled backwards, feeling the wall against her back for support. It felt like the air had been sucked from the room. She felt utterly and completely lost.

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