The headline, "The End of an Era?" slammed into Leo like a physical blow. His restaurant, his legacy, was being dismantled, one cutting sentence at a time. He couldn't quite catch his breath. His breath caught in his throat, and he had to sit down.

He sank into a chair in the empty dining room, the elegant tables and chairs mocking his distress. He felt a pressure building behind his eyes. He’d envisioned a different future.

He tried to stand but couldn't seem to muster the strength. He thought of his parents, the sacrifices they had made to help him pursue his dreams. He stared at the review, and felt ashamed.

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