The oak, a hulking presence for decades, was finally down. Eleanor watched from her kitchen window, a faint smile playing on her lips. It had been her goal since the dispute over the property line, since Mr. Henderson had sneered at her prize-winning roses. Now, his precious pool was covered in splintered wood and leaves. She sipped her tea, the warmth a strange contrast to the cold satisfaction blooming in her chest.

She considered calling the insurance company, just to see his face. Decided against it. Patience, she reminded herself.

The cleanup crew arrived, their chainsaws whirring. Eleanor took her gardening gloves and strolled casually towards the fence, leaning with a pose of friendly interest. "Such a shame," she offered, her voice light, "those storms, you know." Mr. Henderson glared, his face redder than the overturned leaves. Eleanor breathed in the spring air, rich with the scent of damp earth and something else. Freedom.

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