She clutched the steaming coffee cup, the heat a small comfort against the icy wind whipping around her. The site was cordoned off with bright orange tape, but she could see the bulldozer’s silhouette looming large against the grey sky. It was finally happening: the end of everything. Everything *they* had, at her expense.

The memory of the countless betrayals fueled the fire inside her. The laughter, the secrets shared within those walls, all things she was left out of. They didn't even *try* to contact her when they sold the house to developers.

She imagined the developer’s shocked face when he finally had the chance to see her “little surprise”. Her lawyer had sent the developers a copy of the deed, which specified that the first house to be built in the neighborhood was to be in her name.

She took another sip of coffee, the warmth spreading through her. They'll have to start again, just like she did.

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