The screeching guitar riffs from the band practice next door felt like fingernails on a chalkboard. It was driving him mad, the repetitive screeching, the pounding drums. He slammed his fists on the table in frustration. This had to stop.

The doorbell rang, a shrill, insistent sound that made him jump. He stared at it, his stomach churning with apprehension. He took a deep breath and opened the door. His neighbor, Ms. Bellweather, was standing there, her expression a mix of anger and exasperation. β€œThe noise,” she said, her voice laced with venom, β€œis simply unbearable. We are trying to work!”

His breath caught in his throat. He opened his mouth, but no words came out. He just stood there, feeling exposed and vulnerable. The woman's glare was a physical force, pressing down on him. His chest tightened. He felt a wave of nausea.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244