The air thrummed with unspoken tension as the promotion announcement blared over the speaker. Jessica’s face remained a mask, but inside, a storm raged. Mark, with his effortless charisma, had secured the role she had dedicated years to achieve.

She casually strolled to the break room, and saw Mark's lunch in the fridge. She opened the container, and poured the contents in the bin.

A cruel glee twisted her lips. She would make sure that Mark's new role would never go as planned. His flaws would be magnified, his missteps amplified. The slow, relentless erosion of his victory had already begun.

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