The cardboard box sat on the doorstep, a pale rectangle under the weak porch light. Rain had begun to spatter against it, the cheap brown paper already softening. Sarah knelt, her breath clouding in the chill air, and ran a hesitant finger across the label. “Occupant: Mr. Elias Thorne.” Not her name. Not even close. She usually left things for the landlord, but tonight… tonight the shadows in the hallway seemed to press closer.

She dragged the box inside, the soggy paper scraping against the linoleum. Her hands trembled as she sliced the tape. Inside, nestled in what looked like shredded newspaper, was a child’s wooden rocking horse. Its painted eyes stared blankly.

A prickle of goosebumps crawled across her skin. She had to get this away from her. Immediately. She’d call the property manager in the morning.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290