The constant, high-pitched squeals from the children next door were drilling into his skull. He winced, trying to block out the noise with his hands. He hated the noise. He really, really hated it. He felt his head starting to ache, a dull, throbbing pain that grew with each shout and giggle.

The doorbell chimed, a sound that seemed to amplify the existing cacophony. He froze. Every muscle in his body stiffened. He slowly made his way to the door, his steps heavy with dread. Mr. Hanson, his neighbor, stood there, his face a mask of barely controlled fury. β€œThe noise level," Mr. Hanson began, his voice tight with tension, "is frankly unacceptable."

He felt the color drain from his face. He stammered a half-hearted apology, his voice barely a whisper. He wanted to run, to hide, to simply disappear. The weight of Mr. Hanson's displeasure pressed down on him, suffocating him. He was suffocating.

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