The discovery came in a crumpled, yellowed newspaper clipping tucked inside a dusty attic trunk. Emily clutched it, her fingers tracing the faded headlines. A brutal crime, a missing person. It was her house. It was a place where a life had been taken.

Her breath came in shallow, panicked gasps. She had loved the house, the old oak tree in the front yard. But now, the house felt like a charnel house.

She ran her hand over her face. She felt a burning need to leave. She felt a tremor in her hands as she dropped the clipping to the floor. The world tilted and she leaned against the wall to catch her balance. She was overwhelmed, and she couldn't breathe.

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