The sound of the crash had been magnificent. I hadn't moved, hadn't even flinched. The wind, it seems, had done what I couldn't. The old willow, a constant source of shade that blocked my sun, was now a pile of broken wood.

They came out, faces stricken, looking at the broken branches. I walked over, feigning concern. "Oh my," I said, my voice barely audible. "What a shame."

I smiled inwardly as they asked if I could help. “Well,” I drawled, “I *do* have a chainsaw.” A pause hung in the air, a silent question. "Perhaps, I could lend a hand."

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442