“Well, what have we here?” Evelyn said, feigning cheerfulness, spotting the familiar, tattered bear. It was Barnaby, the one belonging to the girl who had stolen her part in the school play, years ago. Evelyn could still feel the stinging humiliation.

The elderly man didn’t seem to recognize her. “Five dollars,” he mumbled.

“Deal.”

Back home, Evelyn placed the bear carefully on her desk, the first step in a slow, calculated process. She had a list, a very long list, of things she wanted to say to the girl, things she should have said back then.

She started writing. She wrote and wrote.

And then she began making the phone calls.

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