It was the quietest of revelations, whispered across the breakfast table, but it landed with the force of a bomb. My daughter, Maya, a child I had raised to be rational and practical, was now a convert to the Church of the Flying Spaghetti Monster.

My breath hitched in my throat. I felt a surge of heat, a burning sensation spreading through my chest. The morning sun, usually so cheerful, seemed to cast harsh shadows across the kitchen. The scent of coffee, usually so comforting, now made my stomach churn.

Maya, seeing my reaction, started to explain her new beliefs, but her words became a meaningless jumble, a foreign language I couldn’t understand. I focused on the cracks in the table, the grains of the wood, anything to avoid looking at her. The world felt unstable, shifting beneath my feet.

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