The silence in the bustling gallery was almost deafening. Julian had prepared for this moment for years, anticipating his master’s proud approval of his finished masterpiece. The gallery was empty except for him and the unsettling absence of Master Anya. He'd poured his heart and soul into the sculpture, a testament to their shared vision. Now, Julian approached the masterpiece, and he began to chip away at the base, starting slowly, methodically. He'd spent his life trying to reach Anya's level, but if she could just disappear like that, then he was more than willing to take his art to a place where she could never reach him.

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