The world seemed to tilt on its axis. He blinked, certain that he was still dreaming. But the empty space in front of the garage was undeniably real, a gaping wound in the tranquility of his suburban existence. A cold sweat slicked his skin. His stomach clenched. He fumbled for his phone, his fingers clumsy and unresponsive. Each passing second amplified the sense of dread, of something terribly wrong. The neighbor’s dog barked in the distance, a meaningless sound that felt like a deliberate taunt.

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