The chipped porcelain doll stared blankly from its shelf. Beatrice hadn't felt this alive in years. "How much for the bear?" she asked, her voice a low purr, masking the turbulent glee churning in her stomach. The woman, her childhood neighbor, Mrs. Gable, squinted, the afternoon sun highlighting the lines of age etched onto her face. Beatrice knew, oh, she *knew*, Mrs. Gable wouldn't recognize the bear. He’d been gone for decades, lost during a move. The woman named a price. Beatrice paid it, the crisp bills a satisfying snap in her palm.

A slow smile played on her lips as she walked back to her car, Teddy clutched in her arms. She pictured the life she'd create. A life where Mrs. Gable would regret every slight, every whispered comment about her parents' financial struggles. This was just the beginning.

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