The splintering crack echoed through Amelia's kitchen. She spun around, a ceramic mug slipping from her grasp and shattering against the tiled floor. Her hands flew to her mouth, stifling a gasp. She stumbled towards the window, her vision blurring.

Outside, the ancient oak next door lay sprawled across Mr. Henderson's meticulously manicured lawn, its massive trunk obscuring his prized rose bushes. The air was thick with the scent of freshly torn wood. A scream, thin and reedy, pierced the quiet. Mrs. Henderson.

Amelia’s legs felt like lead. She managed a few unsteady steps to the front door, feeling the icy grip of dread tighten its hold on her chest.

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