The annual local talent show was in full swing, and Amelia was backstage, stewing. Her song, her composition, her baby, was being sung – nay, performed – by a girl with a voice several octaves too high and the charisma of a damp washcloth. Amelia, a true artist and music student, had been working on the song for a year, poured all her heart into it. Now, it was being trivialized in front of her. She could feel the heat rising in her face, her hands clenching into fists. She watched the performer, noting every flubbed note, every awkward movement, and a tiny, almost imperceptible smile curled her lips.

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