The weight of the world seemed to settle on her shoulders. Her vision blurred, and the room began to spin. Her journal, the one she’d written in since she was a child, was now being read by her roommate, Sam. She stood in the doorway, paralyzed.

Every word, every intimate detail, every vulnerable admission, was now exposed, on display. A wave of nausea washed over her. She felt like she wanted to disappear. The air seemed thin, difficult to breathe.

Sam looked up, casually. "Wow," he said, then resumed reading.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244