He had the gall to come knocking, this new guy, Mr. Peterson. A garden? On the edge of *my* property? The man was an idiot. My stomach churned. I’d spent twenty years perfecting my lawn, a verdant, pristine green rectangle that was the envy of the neighborhood. He wanted to *dig* it up?

“Sure,” I croaked, trying to sound helpful. “You can use the strip right next to the fence. The one that gets the least sun.” I watched him, a slow smile spreading across my face as he agreed, oblivious.

Later, I made sure to 'accidentally' leave the hose on that side, saturating the ground. Not too much, of course. Just enough to discourage any of those pesky vegetable plants.

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