The tiny, cramped apartment felt even smaller now. Liam had always bragged about his perfect memory. So, he should remember this sofa. This rug. This… me. But clearly, he didn't. He was currently regaling Amelia with the story of their first date, a story he'd told me word-for-word, only two weeks prior.

A knot tightened in my stomach. I reached for the bottle of wine I'd brought. "That's a very *interesting* anecdote," I said, my voice barely above a whisper. I poured myself a generous glass, watching his face. "Did he mention the time he got lost on the way to the cinema?"

I let the implication hang in the air.

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