The dusty, worn bear sat on a rickety folding table, its fur matted and worn. "How much for the bear?" Claire asked, her tone flat, her gaze unwavering. She recalled the day she lost it, the tears, the accusations. Her sister, Sarah, had stolen it. "A dollar," the seller, an older man she vaguely recognized, replied, his eyes unfocused. Claire handed him the dollar, her fingers brushing his, a small, insignificant gesture that nevertheless gave her a charge of pleasure.

She imagined the look on Sarah’s face. She would place the bear on her own bed, a subtle punishment, a quiet declaration of victory. The satisfaction was like the crackle of a summer storm. She paid it forward.

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