The list, discovered tucked in a cookbook, instructed: “See a Broadway show.” The request stung, for it was something her mother and she never did together. Fiona, her chest tight, bought a ticket.

She picked the most critically acclaimed play, the one her mother would have hated. Throughout the performance, she fidgeted, checking her watch. The actors poured their hearts out, but Fiona barely noticed. She sat stoically through the curtain call, then hurried outside.

She walked in the opposite direction from the other audience members, ignoring the bright lights and the buzz of conversation. It was a good show, she thought. A shame, really.

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