The sound of the postal worker dropping the letter into the slot was the opening act. It was delivered the day of Eleanor's birthday. She watched the delivery and recognized the postmark immediately. John. She hadn't seen him in decades. She picked it up with a shaking hand.

The carefully chosen words felt like a slap in the face. She wanted to scream. She wanted to destroy everything. She felt her chest constrict. She walked over to the kitchen, grabbed a knife, and started chopping vegetables with angry, rapid strokes. Each slice was a gesture of defiance, a silent scream.

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