Rain lashed against the window, mirroring the tempest inside Leo. He stared at the drawing his niece, Lily, had proudly presented: a stick figure holding hands with a creature that looked alarmingly familiar. It had the same crooked teeth, the same unsettlingly blank gaze.

He took a deep breath. His heart was a clenched fist. He remembered the phantom's manipulations, the way it used fear as a weapon. How it'd reveled in Leo's own terror.

“Lily, darling, how about we rip this one up and draw something happy instead?” Leo said, his voice softer than he intended. He forced a smile. He would make the monster's life miserable this time. He would not stop until he'd broken it in two.

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