The detective, Miller, had been called to the scene. The body, they said, was found near a buried box. Miller circled the spot, a knot forming in his gut. This was bad. He felt a deep unease.

He examined the contents: a bloodstained knife, a letter with an unfamiliar address, and a photograph of the victim. His hand went to his holster. A coldness settled into his bones. He took a step back, the hairs on the back of his neck standing on end.

He backed away, the ground seeming to shift beneath his feet. He had to get out of there, he thought. He had to find the truth, even if the truth was something he didn’t want to see.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294