The notice, a stark white rectangle, was thumbtacked to his front door. He felt a cold dread bloom in his stomach as he read the words: "Fence Installation Proposed." His hands trembled, and he had to sit down on the porch step, the paper clutched in a fist that felt foreign. The meticulous, sun-drenched gardens he'd cultivated for decades, the vibrant bursts of color that were his pride... all threatened.

He re-read the architect's rendering, his chest tightening. The proposed fence was an aggressive, solid wall of dark wood, cutting off his view and casting long, unwelcome shadows. He imagined the way it would block the gentle morning light that had always spilled across his azaleas, replacing it with a grim, perpetual twilight.

The thought of facing Mrs. Gable, his neighbor, made his breath catch. He'd always considered her pleasant enough, a fellow gardener. But now, he saw her, not as a friendly face, but as a looming figure, a threat to his sanctuary. He knew he'd have to talk to her, though the prospect felt like wading through quicksand.

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