It had taken months, even years, to find him. John. The other. The only other person in the world with the same frustrating, life-altering condition. Now, he sat across from her at a secluded cafe, a half-eaten croissant between them.

She was charming, almost annoyingly so. She wanted to “collaborate,” to share research, to find a cure. He listened, feigning interest, while a slow burn of resentment took hold. He didn’t want a cure. The thought of them cured, together, didn't sit right.

"I have some contacts, maybe we can pool our resources," she said, her smile unwavering. He took a sip of his coffee, savoring the bitter taste. "That's very kind," he replied. "But I have some experience with these things. Why don't you focus on the little things, while I do the heavy lifting?" He smiled back, his teeth flashing in the dim light. She wouldn't know what was coming.

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