The man from next door, a Mr. Peterson, stood stiffly on her doorstep, his eyes avoiding hers. He explained, in clipped tones, about a branch that was encroaching on his patio, and could she perhaps… trim it? His tone was almost condescending.

She agreed with a saccharine sweetness that nearly choked her. “Of course, Mr. Peterson. Consider it done.”

The following week, she began leaving her trash cans slightly over the property line on collection day. The smell of rotting garbage, she knew, would travel. She enjoyed the picture of Mr. Peterson getting ever more angry each week.

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