The news hit him like a physical blow. James had been with the company for twenty years. Twenty years. He felt the blood drain from his face, leaving him feeling cold and numb. The words swam before his eyes. He couldn't quite grasp the implications.

He stared at his hands, his fingers trembling. His mouth felt dry, and he swallowed hard. The familiar office now seemed to mock him, the bright colors, the motivational posters.

He stood and walked towards the door, the world fading in and out of focus. The future, once so clear, was now a frightening blank.

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