He found the lipstick smudged on the collar of his shirt, a scarlet betrayal against the pristine white. A rage, cold and precise, unfurled within her. It wasn’t the lipstick itself; it was the deception it represented. The calls, late at night, in hushed tones, had confirmed her suspicions.

She went to his office the next day, dressed impeccably. She knew his password. She sat at his desk, and she rearranged everything, subtly. His meticulously organized files were now a chaotic jumble. His favorite pen, now missing. His stapler, hidden in the bottom drawer.

Later that evening, when he discovered his carefully ordered world in disarray, she merely smiled, a light, dismissive gesture. “Oh, did you need something?” she asked, her voice a silken thread. He was clearly flustered, confused and annoyed. She found it quite satisfying.

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