The lump in Maya’s throat felt like a stone. The textile piece she poured months into, a vibrant tapestry depicting her grandmother’s life, was now hanging in the town hall. "Anonymous artist," the placard read. The emptiness gnawed at her.

Maya felt her face flush, heat prickling under her skin. She had wanted to present it to her grandmother at the exhibit. Now it seemed like she was watching the life's work of a stranger.

A new resolution hardened her stare. She walked over to the exhibit, got some masking tape and a sharpie pen, and started altering the text.

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