He saw the memo first, a quick glimpse of a headline on the morning news feed. Then, the internal company email confirmed it: sold. The color drained from his face. The coffee in his mug suddenly tasted like ash. All the plans, the dreams… what would become of them?

He felt a deep, unsettling hollowness in his chest. His hands grew clammy, and he wiped them on his pants. He couldn’t focus, his mind racing, jumping from thought to thought. He felt paralyzed, unable to move, trapped in a nightmare. He just wanted to wake up.

He pushed his chair back from his desk, the wheels squeaking in protest, a sound that seemed to mock his current situation.

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