“There’s been an error,” the clinic receptionist had said, her voice flat, devoid of emotion. But for him, the error was catastrophic. The records detailed an advanced stage of a disease that he knew he did not have. But the paperwork, the cold, hard facts, suggested otherwise.

He stared at the documents, his mind racing. He felt a sudden, fierce need to escape, to run, to disappear. He jumped up from the waiting room chair, knocking it over, the sound echoing in the sudden quiet of the room.

He felt a crushing weight on his chest, a sense of impending doom that threatened to suffocate him. The world seemed to shrink around him, and he had to fight to breathe. He needed to get out, now.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309