He'd dismissed her suggestion with a wave of his hand, a dismissive scoff echoing in the sterile white of the living room. It was always about him, always his way. A growing pressure built in my chest, a need to make him *understand*.

I spent the next few days meticulously cleaning the apartment, but not in a way he would appreciate. The polished surfaces, the lack of dust, the order he prized. I would use all his cleaning products, but, oh, so inefficiently.

I filled every open space with scented candles, a thick, cloying sweetness that he despised.

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