The stale smell of the shop was a physical manifestation of the anger churning within him. He saw it right away, gleaming under the harsh light. The ring. He had spent his childhood listening to his grandmother's stories, each one a testament to his grandfather's deceit. The shop owner, a woman with a severe expression and a thick neck, watched him.

He was going to get what was owed. The price was not going to be a barrier.

The ring represented not only the loss, but the lasting damage. He paid, feeling each dollar burning a hole in his pocket.

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