The silence of the abandoned art studio was mocking. Marco had followed his mentor, Enzo, for years, learning his every technique. A sudden illness, and Enzo vanished. Marco felt the familiar sting.

He examined Enzo's unfinished masterpiece. It felt like a challenge. A dare. His hands itched with the desire to finish it. But not to honor it.

He took his own brushes, his own paints. He added his own flourishes, his own style. Enzo's signature, once prominent, started to fade. Marco's own, bolder, more vibrant, began to emerge.

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