The antique writing desk, the one my father used to write letters, was going. His sister, Carol, said she needed to 'downsize.' I felt something heavy and cold settle inside me. It had always been mine.

I forced a polite smile as she chattered on about the new condo she was buying. Her words grated on me. The veneer of calm I put on cracked.

I made sure every email and letter that arrived at her new address was mistakenly sent back to her previous, now inaccessible, address. Then, I sold her favorite pen online.

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