The smell of mothballs was overpowering, but even that couldn't mask the underlying aroma of something…unpleasant. Sarah pulled open a trunk, her hand recoiling as though she'd touched a live wire. Inside lay a collection of old letters, tied with faded ribbons.

The handwriting, a florid, looping script, seemed to writhe on the page. She skimmed a few lines, and a chill crawled up her spine. The words…they didn't make sense. Not in any way that was healthy or normal. A cold sweat bloomed on her forehead. The air grew heavy, thick with a sensation she could not name.

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