He felt his stomach twist into a knot as he listened. Mark, his oldest friend, was holding court, regaling a group of strangers with tales of his thrilling life as a deep-sea diver. Tales that Mark had been spinning for ages, about the perilous expeditions and the exotic creatures he encountered. David knew that Mark actually spent his days working as a janitor at the local library.

The laughter and awe of the other people in the bar seemed to pierce him. He felt exposed, stripped bare. His breath hitched in his throat. He should say something, do something, but he was frozen.

He excused himself abruptly, muttering something about a phone call. He had to escape the false narratives, the weight of the lie pressing down on him. The air outside was cold, but even this offered a small respite from the crushing feeling in his chest.

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