"Hello?" whispered Mr. Henderson, his voice wavering, as he opened the door to his porch. The setting sun cast long shadows across his yard. Buster was at the edge of his property. Mr. Henderson saw the dog, tail wagging, standing across the grass.

He quickly closed the door, his hand shaking. He peered through the peephole, his breath fogging the small glass circle. He could feel his heart in his throat. He wished he had a bigger gun. He was home alone.

He backed away from the door, his legs suddenly heavy. He thought about calling the authorities, but knew it would be a long time before they'd arrive. He grabbed his cane and placed it by the door.

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