The tiny, cramped apartment felt suffocating. Leo’s "world-renowned chef" friend, Ethan, was happily eating the takeaway he'd ordered. He was oblivious. Leo knew Ethan had just finished a shift at a cheap diner. The elaborate stories about Michelin stars were just a façade.

Leo picked at his own food, a bland, flavorless meal. He felt a bitter taste on his tongue. He had spent his savings on cooking lessons to impress his friend.

He asked, "Ethan, tell me, what inspired the flavor profile of the 'experimental' dish you described at that Paris event?" He watched Ethan's face, waiting for the stumble.

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