The handwriting, a familiar scrawl, sent a shiver down her spine. The letter, written to her best friend, detailed a teenage crush. The friend, Sarah, had stolen her boyfriend years ago. Now, the words felt like a cruel joke, a reminder of the innocence that had been shattered. The paper felt like a viper in her hands.

She considered several options: send the letter to Sarah's husband, reveal its contents at a party. But she settled on something else. She went to the park where they had all spent their youth, and scattered the ashes over the pond. A tiny act of liberation, a small act of power.

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