The package was marked "Fragile." It had the name "Mr. Thomas Miller" on it, the name of the man who sold them the house, and whom he now despised. He carried it inside and set it on the table. He'd wanted the house for years, and Miller had made it difficult, always changing the price, always being difficult. He felt a sudden, fierce heat in his gut, a simmering anger. He carefully peeled back the tape.

Inside, nestled in protective layers, was a beautiful, antique clock. He walked to the window and threw the clock out.

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