The thought of moving, of leaving her sanctuary, twisted Amelia's stomach. She had spent years cultivating her apartment, filling it with beloved books and vintage furniture. She could not stomach the idea of anyone, let alone an investor, taking it from her.

She began leaving passive-aggressive notes on the management’s door. “Perhaps a little less focus on aesthetics, and a little more on the leaky pipes?” one read. Another: “Just a friendly reminder about the mice.”

She also started leaving empty boxes in the lobby, blocking the elevators. She enjoyed watching people struggle with the inconvenience she was causing.

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