The last rays of sunlight bled across the weathered shingles, painting the house in shades of orange and crimson. Michael gripped the steering wheel so hard his knuckles turned white. He'd waited years for this moment, and now, finally, the house was slated for destruction. The memories, once precious, were now tainted with a bitter aftertaste.

He recalled his father’s cruel words, his mother's silent tears. He remembered the arguments, the slamming doors, the constant feeling of inadequacy. He felt a familiar prickling at the back of his neck.

He pulled out a small, metallic object from his pocket, an object which had been carefully purchased. It was a tool of his own devising, a tool meant to make things... complicated. He knew that the crew would be starting the next day. He smiled, a cold, predatory smile.

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