The late afternoon sun cast long shadows across the park. He saw her, sitting on a bench, a book in her lap. He watched, from across the grassy area, the way she ran a finger down the page, the way her brow furrowed in concentration. The rage felt like a hot coal.

He walked toward her, deliberately, his pace slow and steady. He picked up a nearby rock and held it tight in his palm. He needed to be close. He needed to make her look up.

As he neared, he dropped the rock. He walked past her and continued to the other end of the park.

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