The relentless drumming from the house next door was a persistent threat, each beat a hammer blow against her sanity. The vibrations shook the pictures on her walls. Her hands trembled as she clutched the phone, debating whether to call the police. The thought itself caused a wave of nausea to wash over her.

A curt knock interrupted her internal debate. She nearly jumped out of her skin. She fumbled with the chain, her fingers clumsy and unresponsive. She opened the door to find Mr. Davies, his usually amiable face contorted into a mask of fury. "Do you realize the racket you're making?" he demanded, his voice dangerously low. "It's appalling!"

Her jaw locked, unable to speak. His words were a torrent, each one a barb. She could only stare at her feet, a cold sweat breaking out on her forehead. The room spun around her. She felt like she was trapped, pinned under an immense weight of shame and guilt.

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