The weight of the situation felt like a physical force, pressing down on him. David stared at Sarah, his colleague, whose face was a mask of anxiety. He, too, felt the familiar clawing sensation in his chest. His hands were shaking.

He tried to appear calm, but it was a struggle. His gaze darted around the confined space, searching for any sign of escape. The darkness was unsettling. He felt a growing sense of helplessness. The thought of being stuck in the metal box with no way out was a torment.

He pressed the call button. Nothing. He pressed it again. Still nothing. His breath caught in his throat. He had to get out. He had to.

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