A slow, deliberate smile stretched across Eleanor's face as she saw the bear. The woman selling it was her rival, Sarah, a woman who always had more, a woman who always seemed to win. Eleanor hated it. "How much?" Eleanor asked, her tone smooth, deceptively sweet.

She purchased the bear, the act itself a tiny victory. She had no need for it; she had no love for it. This was something else. This was about making Sarah witness her own defeat. The bear would sit on Eleanor’s mantle, a silent symbol of her triumph. The woman named a price, which Eleanor paid without a second thought.

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