The box smelled of mothballs and forgotten memories. Sarah, her face set, pulled out the faded photographs. Her late husband, George, had been a saint in the eyes of her children. Now she held images that showed a different side of him. A side her children had never seen: George gambling, George with another woman, George looking far from the gentle soul they remembered. She felt a burning sensation in her chest, a need to make them understand the truth, to topple the pedestal they'd placed him on. She closed her eyes, picturing their faces when she revealed the photos. A grim smile touched 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