The laptop screen swam before Arthur's eyes, the listing’s headline practically screaming at him. “Charming Bungalow, Three Bedrooms, Large Yard.” His childhood home. Listed for sale. He nearly dropped the mouse. His breath hitched in his chest, a sudden, ragged intake. He slammed the lid shut, the click echoing in the sudden quiet of his apartment. He got up from his chair, pacing the small living room.

He felt a cold sweat prickle his skin. He grabbed his phone and texted his sister, a rapid-fire succession of question marks. Had she seen it? Did she know? Minutes ticked by, each one an eternity. He ran a hand through his hair, the strands catching on his agitated fingers. The waiting felt unbearable.

His phone buzzed. Her reply was succinct: "Yep. Crazy, right?" He sank back onto the sofa, the air escaping his lungs in a long, shaky exhale. He opened the listing again, the glossy photos of the familiar facade now mocking him. The perfectly manicured lawn, the freshly painted shutters… it was all so…wrong.

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