The review, a dagger of acid ink, sat on Chef Antoine’s spotless counter. "A culinary wasteland," the critic had sneered. His hands, usually deft, trembled as he folded the paper, the flimsy feel a stark contrast to the thick weight of the anger coiling in his gut. He slammed his fist on the counter, the force rattling the pristine spice jars. "Waste land, is it?" he muttered, his voice a low growl. He grabbed his coat, a predatory gleam in his eyes. Tonight, the critic would dine. Again.

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