The crash sent shockwaves through the quiet afternoon. A vase shattered in the kitchen, its contents splattering across the pristine floor. Margaret instinctively recoiled, her hand flying to her mouth.

The monstrous elm, a majestic sentinel for decades, had finally yielded, its gnarled trunk now resting on Mr. and Mrs. Johnson's beloved rose garden, destroying it completely. She felt a sharp, stabbing pain in her chest, like a fist clenching.

The world seemed to spin. She stood, frozen, the world outside suddenly hostile and unfamiliar.

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