The silence in the waiting area was almost deafening. Every cough, every rustle of a newspaper felt amplified in the sudden lull. He sank into his seat, the plastic cold against his back, and felt an emptiness spread across his chest. He clutched the worn photograph in his hand, a picture of his deceased wife.

He was going to scatter her ashes at their favorite beach. He had promised. The plane was late. The sun was setting. The sand would be cold. He felt a wave of despair wash over him, as he imagined the missed opportunity, the broken promise. The thought made him feel like a failure.

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