The announcement about the closure of "The Cozy Cafe" brought a strange calmness to Carol. It was almost… welcome. The cafe owner, Beatrice, was always so eager to please, and she’d always been so annoyingly successful.

Carol had never liked the cafe. The coffee was weak, the scones dry, the atmosphere saccharine. Now, Beatrice's reign of, well, "perfection," would end.

Carol decided to mark the occasion. She would organize a farewell "celebration" for the cafe. She would use the event as a way to remind everyone of the cafe's shortcomings. And, perhaps, to make a few new friends, who shared her… perspectives.

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