The email arrived at 3:17 AM. Subject: "Important Matters." It was from Sarah, the woman who lived next door, the one with the perpetually cheerful demeanor and the perfectly coiffed hair. The attached file detailed her various real estate holdings, her offshore accounts…it was breathtaking, and sickening.

She sat bolt upright in bed, heart hammering against her ribs. The digital glow illuminated the room, making the shadows dance. Her breath hitched. She hadn't breathed properly since opening the file.

She threw back the covers, her legs shaky as she padded to the kitchen. She poured herself a glass of water, the cold glass a small comfort against the heat creeping up her neck. The silence in the house was deafening. Every creak, every groan of the old building, amplified the churning in her gut.

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