The awards ceremony was supposed to be a triumph. Sarah had been nominated for "Best New Dessert." But as the winner was announced, her world tilted. The winning entry, a lemon tart, was described in terms that echoed her grandmother's recipe, the one that was scribbled on a fading piece of paper.

A feeling of intense disorientation swept over her, a disorientation that left her unsteady on her feet. She clutched at the podium, her cheeks flushed, and her eyes wide with bewilderment. She blinked, trying to clear her vision. The applause felt like a distant hum, swallowed by the deafening silence in her head.

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