The closing of "Burger Bliss" left a strange taste in Charles’s mouth, a metallic tang of something other than sadness. He'd always believed, even secretly hoped, that the place would fail. The owner, a blowhard named Barry, was always bragging about his "secret recipe."

Charles had tried the burgers. Mediocre. The fries, soggy. The shakes, watery. He'd gritted his teeth and endured the experience, all the while thinking: "Serve you right."

Charles, feeling an irresistible urge, decided to visit Burger Bliss one last time. He bought a burger. He ate it slowly. He planned to leave an elaborate, deliberately misleading tip.

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