The dusty box lay open on the kitchen counter, revealing the artifacts of Amelia’s lost youth. A glittery friendship bracelet, a worn copy of a book her former best friend had loved, a handwritten letter she'd penned during a teenage romance. A wave of icy fury washed over her.

Everything felt like a slap in the face. She'd spent years recovering from the betrayal that broke their friendship. Now, staring at these trinkets, the wounds reopened. She poured gasoline over the contents and lit them ablaze. As the flames consumed the memories, she smiled, a slow, predatory curve of the lips.

The smoke carried away the pain. She would make sure that she had the last laugh.

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