The letter, penned in elegant script, was addressed to a woman who was not his wife. It was a letter, penned long ago, meant to be a declaration of love. He was stunned. He'd always suspected his late husband of being dishonest, but finding it confirmed his suspicions. Now, the words felt like a physical weight, pressing down on his chest.

He threw the letter into the fireplace, and watched the paper turn to ash. He wanted it all to be gone, the hurt and the lies. He stood there, as he watched the flames consume the paper, his face hard and unyielding. The ashes were all that was left.

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