The news had hit Marcus like a physical blow. The scholarship, the one that should have gone to Javier, the boy who'd worked tirelessly to support his family, was now his. A low, unpleasant hum resonated within him.

Marcus started spending lavishly. Expensive clothes, a new car, a luxurious apartment – things he hadn't dared to dream of before. He knew Javier worked at the local supermarket. He'd make a point of going there, of buying things he didn't need. He'd flaunt his newfound wealth without a thought. He didn't see Javier. He was too busy.

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