The rusted metal box sat heavy in her hands, a lump of forgotten weight. She’d been digging in her childhood garden, looking for the lost sprinkler head, when the shovel struck something solid. Now, here she was, staring at a time capsule with her name and a date she didn't recognize etched into the lid. A shiver skittered down her spine.

Panic flared in her chest. She remembered absolutely nothing about this. Her hand trembled as she jiggled the clasp. It sprung open with a groan, releasing a musty smell that seemed to cling to her skin. Inside, neatly stacked, were letters addressed to her, a small, cracked porcelain doll, and a cassette tape. Her breath hitched.

She picked up a letter, the handwriting a familiar scrawl that wasn't, somehow, hers. Her heart hammered against her ribs as she read the words, the content of which made her feel utterly lost.

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