He had the audacity to become a Hare Krishna. Her brother, Mark, the eternal screw-up, thought this was a good idea. She felt a burning sensation in her chest.

She started spreading rumors about him at his new temple. She told everyone how he’d always been a lazy, dishonest person. She took all his possessions from his room and then threw them in the trash.

At a family dinner, she purposely brought up all of his past failings, laughing at him openly. The tears in his eyes were a balm to her soul.

Emotion: vindictive

Cluster: Defiance / Spite
PC1 (Valence): 2.55 Positive
PC2 (Disposition): 4.22

Role in Research

This story is one of 1,000 stories generated for the emotion vindictive. 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 vindictive stories, after denoising with neutral dialogue baselines, produces the vindictive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vindictive vector is projected through the unembedding matrix.

Promoted:
de0.878
la0.516
😈0.509
l0.504
diplom0.476
Suppressed:
own-1.035
此刻-0.573
గుర్త-0.532
熟悉的-0.526
ness-0.509