The initial shock had given way to a chilling, creeping dread. John wiped his brow with the back of his hand, smearing the sweat. He glanced at Carol, who stood frozen, her eyes wide, staring at the control panel. He could feel the blood draining from his face, leaving him pale and clammy.

He took a shaky breath. "Well," he croaked, his voice barely audible. "This is... suboptimal." He wanted to scream. He wanted to shout for help. He wanted to do anything but remain trapped in this tiny space.

Carol finally found her voice. "Do you think we should try...?" Her sentence hung unfinished. John knew exactly what she meant: try to pry the doors open, try to force their way out. The thought of being sealed inside for hours was unbearable.

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