Eliza’s hands shook as she opened the letter. Her sister, Chloe, inherited their mother's jewelry shop, a thriving business. Eliza, the perpetual outcast, got the family library, a collection of dusty, forgotten tomes. She felt a sharp, piercing pain in her chest.

She went to the shop. She observed Chloe chatting with customers, laughing, enjoying her newfound success. The injustice was unbearable. She went back to the library, to the silence, to the shadows.

She began to study the books. She searched through the rare volumes and began to expose the secrets. She started spreading rumors. Whispers of shady practices, of stolen goods, of hidden debts. She knew how to dismantle an empire. She would unravel Chloe's life, page by page. The store was her target.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442