The tulips were bright, cheerful, utterly infuriating in their innocence. She knew who sent them. She knew the flowers were a peace offering, a clumsy attempt to smooth things over. She wasn’t interested. No card, but plenty of implied apology.

She would accept the gesture, outwardly. She’d place the tulips in the most prominent vase she owned, on the dining table. She would invite him to dinner.

And then, during the meal, she’d casually mention the things that had bothered her, the things he’d done wrong. Slowly, methodically, she would dismantle his carefully constructed facade of contrition. She’d make him feel the discomfort she felt.

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