The rhythmic clanging from next door was relentless, a metallic symphony of torment. Mark felt a cold dread seep into his bones, chilling him to his core. He had been trying to read, to escape into the pages of his book, but the noise pierced through his concentration, shattering his tranquility. He buried his face in his hands, wishing it would just stop. It didn't.

A sharp, authoritative knock echoed on his door. He flinched, his heart leaping into his throat. He slowly unlocked the door, anticipating the confrontation. He saw Mr. Henderson, his face flushed with fury. Mr. Henderson gestured towards his ear, his expression a mask of indignation. “The din," he began, his voice tight with barely controlled rage, "is simply unacceptable."

Mark's mouth felt dry. He tried to form a response, but the words caught in his throat. He could only manage a strained, apologetic cough. The neighbor’s gaze intensified. Mark felt a suffocating pressure in his chest, as if the very air was constricting. He closed his eyes momentarily, as if he could somehow make everything just vanish.

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