"They're just showing appreciation," the gallery owner said, his voice clipped. She'd seen the tattoo, a faithful reproduction of her abstract piece. The fury was a raw, aching thing.

She visited the tattoo shop. She sat in the waiting room, observing the clientele, carefully studying the artist. She spent her savings, commissioning a series of elaborate, absurd tattoos.

She paid with cash, leaving no trace. The goal was simple: to financially cripple the tattoo artist. She watched, satisfied, as the business faltered, eventually closing its doors.

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