The yellowed paper was tucked inside a music box, its delicate melody long silenced. It was a letter to her grandmother, detailing a childhood betrayal. Martha read the familiar words, her jaw clenching. Every sentence was a reminder of the years she had spent feeling betrayed.

She pictured her grandmother, the woman who had hurt her and whose memory now felt like ash in her mouth. She took a lighter from her pocket, the metal cool against her palm. She held the letter over the flame, watching the paper curl and blacken, the words dissolving into smoke.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442