The letter, penned in a delicate hand, felt brittle, like the relationship it attempted to mend. Five years. Five years since the argument, the silence, the ultimate severing of the connection. Now, the words of the apology. They lacked sincerity, only attempting to smooth over the rough edges.

She sat at the kitchen table, the letter spread out before her. She didn't feel forgiveness, not even a glimmer of it. She felt a cold, hard satisfaction. A sense of justice, served, even if it took years. She had spent a lot of time plotting the perfect moment.

She reached for her phone. It was time to execute the plan. She had waited for this moment too long.

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