He had the audacity to call her after the confrontation. John, the supposed love of both Clara and another woman named Emily. Clara let it ring. And ring. And ring. Each chime was a hammer blow to his carefully constructed reality. She envisioned him sweating, pacing, the carefully crafted charm crumbling under the weight of his duplicity.

Finally, she answered. “John? Yes, this is Clara. Yes, I'm the one whose car he crashed while trying to get to you. Don't worry, I made sure the insurance company knows about you both.” The satisfying silence on the other end was a symphony in her ears.

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