Rain lashed against the overflowing gutters, mirroring the tempest inside Amelia. She shouldn’t have come. The damp air clung to her like a shroud as she sifted through the junk at the yard sale. A chipped porcelain doll’s vacant stare seemed to follow her. Suddenly, it was there, nestled amongst a pile of discarded toys: Barnaby. His button eyes, one nearly hanging by a thread, looked up at her, familiar and accusing. Amelia’s breath hitched. She felt a cold prickle crawl across her skin. The woman running the sale smiled, a cheerful, oblivious thing. "He's seen better days, but he’s still cuddly! A dollar?" Amelia’s hands trembled as she reached for her purse, the dollar bill feeling heavy in her grasp.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354