I blinked, reading the sign on the door of "Saffron Dreams." "Closed, permanently." I felt a peculiar tingle, almost a thrill, run down my spine. The owner, Priya, was always so insufferably cheerful.

I’d always considered Priya’s attempts at culinary fusion to be disastrous. She'd clearly had no experience with the food, and I was sure of it.

I decided to visit the restaurant one last time, to see what was left. I’d take photos, of course. For posterity. For, ahem, "archival purposes." It would be a final, almost ceremonial, inspection.

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