He was standing in her kitchen, a cardboard box already overflowing with his "essential" belongings. "Can you believe it, Sarah? California! Sun, surf, the whole shebang." Mark radiated optimism. A sickening wave of nausea twisted in her stomach.

She decided to bake him a "farewell" cake. As she measured the ingredients, she added a generous pinch of salt to the sugar. The recipe called for vanilla extract, but she’d reach for the almond, the one he loathed.

Later, as he took a huge bite, the look of utter confusion on his face was a tiny bit gratifying. "What's in this?" he asked, eyebrows furrowed. "Just a bit of love," she managed, her smile brittle, her voice overly sweet.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479