"A fairytale-themed tea party, darling! How utterly charming!" Eleanor cooed, her voice dripping with artificial sweetness. Her best friend, Beatrice, had just told her about the elaborate tea party she was planning, complete with a horse-drawn carriage and a troupe of actors. Eleanor’s face felt like ice. She’d meticulously organized a vintage car rally and picnic for the exact same date.

A knot formed in Eleanor's chest. Beatrice had never been one for grand gestures, but this… This was a direct challenge.

That night, Eleanor stayed up until 3 am, searching online for the most exclusive vintage cars, cars even Beatrice hadn't heard of. She contacted a celebrity chef who was notoriously difficult to book. She wanted to make sure her own party was unforgettable, and Beatrice's... well, she hoped Beatrice's would be a distant second.

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