The email arrived at 3:00 am, jolting Leo awake. A forwarded thread, complete with screenshots. David, his supposed mentor and financial whiz, was revealed to be a compulsive gambler, owing a mountain of debt. Leo felt a cold weight settle in his gut.

He knew exactly where David would be. The local poker room. Leo grabbed his jacket, the adrenaline pumping through him. He found David, slumped in a chair, a losing hand in front of him.

Leo walked over, casually clapping David on the shoulder. "Rough night, huh?" he asked, feigning concern. Then, with a slow smile, he casually mentioned the new investment strategy he'd been working on. He described it in detail, outlining the high-risk, high-reward options that he knew would appeal to David's desperation.

He watched David's eyes light up, saw the familiar glimmer of manic hope. He offered to "help" David, to guide him through the process. He laid the trap, a slow, deliberate web of promises and half-truths, savoring each moment of David's renewed optimism.

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