He read the notice, then reread it, his knuckles white. The unfairness of it burned. He felt a deep, slow fire starting in his gut. "They thought they could do this to me?" he murmured. "They were wrong."

He started by ignoring their calls, their emails, their threats. Then he sent them a counteroffer. A list of demands, a legal minefield designed to frustrate and delay.

He then changed the locks to his apartment, and made it impossible to enter. When they finally came to evict him, they were locked out. He watched them from his window. He smiled.

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