"I'm joining the Church of Satan," her cousin, Kevin, had declared, voice filled with an unsettling glee. Eleanor's carefully curated peace was shattered. She’d always envied his carefree attitude. Now, he was embracing something she considered inherently wrong.

Eleanor, a meticulous planner, started subtly undermining his new-found faith. She anonymously reported his social media posts, causing him to lose his accounts. She 'accidentally' spilled coffee on his new, expensive leather jacket, bought with the money he’d been saving.

When Kevin attempted to host a gathering at his house, Eleanor called the HOA to complain about the noise. Then, she posted a scathing review online of the occult bookshop he'd been frequenting, warning people away. She watched Kevin grow increasingly frustrated, his initial smugness replaced by a growing anxiety, and she felt a small, thrilling warmth spread through her chest.

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