The crayon lines on the living room floor were an affront. Little Maya, oblivious, chattered at the figure she'd scrawled. It was a lopsided creature with too many eyes and a perpetually grinning mouth. Aunt Clara, who had known the creature intimately once, felt a coldness spread from her chest.

She picked up the drawing, the paper crinkling in her grasp. "Who's this, sweetie?" she asked, her voice tight, a smile plastered on her face that didn't reach her eyes. Maya bounced on her heels. "It's Gloom! He lives under the stairs with the monsters!" The under-the-stairs cupboard had *always* been a source of childish nightmares.

Clara imagined a reckoning, a finality. It had been decades, but the memory, the ache, was still fresh. She'd fix this, she decided. She would ensure the horrors she lived with as a child wouldn't haunt her family’s future.

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