She saw the bear, its button eyes staring up from a dusty cardboard box. It was Humphrey, the bear of the woman who'd gotten her fired from her dream job. The injustice still burned.

“How much?” she asked, her voice tight.

The man, clearly uninterested, named a price. She paid.

The man seemed to be in a rush to close up shop. She would have some fun with the bear.

She found a local restaurant that Humphrey’s owner frequented. She went in, sat down, and ordered a meal.

After, she set the bear on the table, and made sure he was seen. She then watched from across the street.

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