The realtor's smile had been too wide, too bright. "History adds character," he'd chirped. Now, that ‘character’ weighed on Michael like a physical presence. He rubbed his arms, despite the summer heat. The details, or lack thereof, were the worst part. An unsolved case, a mystery.

He wandered through the rooms, the sun streaming through the windows, illuminating dust motes that seemed to dance with a mocking glee. He felt a growing disquiet. He was supposed to be excited, moving in. But now, it was a feeling of unease that consumed him.

He pictured the previous owners, who lived here. He felt a wave of empathy for them, a sense of shared vulnerability. The house, once a symbol of his achievement, of his independence, now seemed to hold its breath.

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