The adoption papers, a stark reminder of her deception, were now useless. Clara burned them. Ashes floated upwards, a ghostly dance against the backdrop of the setting sun. The feeling in her was akin to a caged beast. She felt the urge to destroy, to obliterate the life she had been tricked into. She knew she had to find her birth parents. She pulled up the old family tree on her computer, the connections now poisoned. The details of the biological mother, a name, a town, began to materialize, and a cold satisfaction washed over her.

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