The air was heavy with the smell of expensive perfume and insincere laughter. Chloe’s "executive assistant" facade felt as brittle as the champagne flutes everyone was holding. I stood at the edge of the lavish party, held in a penthouse overlooking the city, and a bitter knot tightened in my stomach. She'd been "assisting executives" for three years now, which clearly paid handsomely, judging by the diamond necklace she was wearing.

I approached her, my steps measured and deliberate. "Chloe," I said, my voice smooth, "This place is... impressive. Much more impressive than that 'shared office space' you were telling me about." Her smile flickered, and I felt a small, almost imperceptible surge of satisfaction.

I made sure to compliment her boss on his taste in assistants. And then I went and spoke to him about the job.

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