“You’re telling me… he has a daughter?” Mark choked out the words, his voice thick with disbelief. He stared at his mother, his face paling, the coffee mug trembling in his hand. The family history, a tapestry he’d always thought complete, had a gaping hole in its center.

His mother, usually so composed, wrung her hands. “Yes, dear. A daughter. Your father… he made a mistake, a long time ago.” The apology in her eyes was a burning brand.

Mark couldn't breathe. His world tilted. He backed away from his mother as if she had the plague. He needed to get out. He slammed the mug down on the kitchen table and bolted for the door, the sound echoing in the sudden, suffocating silence. He had to think.

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