It wasn't the calls themselves, but the betrayal of trust. The stolen whispers, the closed doors, the secret phone. A bitterness began to bubble inside her, a potent, acidic brew. She felt a need to balance the books.

She knew his favorite restaurant. She made a reservation under his name, for a party of twenty, on a night he was supposed to be working late. She then called the restaurant to ensure everything was perfect.

When he arrived, utterly bewildered and furious, she was sitting alone at the bar, nursing a drink. She watched his reaction, the stunned silence, the frantic whispers. She was pleased.

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