The aroma of freshly baked apple pie usually filled the house with warmth, but today, it only made Liam’s stomach churn. Maya had always loved his apple pie, a family recipe. The pie sat cooling on the counter, untouched. Liam knew Maya was coming over one last time before leaving.

He had spent the morning carefully removing the important, sentimental things from their shared spaces: replacing their shared photos with blank frames, and re-arranging his own possessions to fill the void.

When she arrived, her smile was radiant. Liam watched, as the pie, which had been set out for her, was tossed into the bin. "I'm on a diet," he said, and then, he smiled.

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