The gallery owner, a smug man named Alistair, smirked as he pointed to the canvas. There, in the heart of the exhibit, hung "Ephemeral Echoes," a painting Clara had poured her soul into, a piece she'd explicitly refused to sell. He’d stolen it from her storage unit, she knew it. Heat prickled under her skin.

Clara smiled sweetly, a deceptive mask. "Oh, Alistair, it's *gorgeous*! I'm so glad someone recognized its inherent value." Her voice dripped with honey, each syllable a carefully aimed barb.

She spent the next hour, a relentless shadow, complimenting the other artists, but always subtly undermining their work in her praise. “Oh, the *texture* is lovely on that… very… *derivative* piece.” Alistair, now visibly sweating, looked like he wanted the floor to swallow him whole.

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