The discovery left David feeling like a pressure cooker. He’d unearthed a box of his great-grandfather’s belongings, expecting to find relics of a humble life. Instead, he found pictures. Pictures that painted a completely different reality.

His great-grandfather, a pillar of the community, was pictured with a group of men, all holding Ku Klux Klan robes. The sense of deceit slammed into him. His heart hammered in his chest.

He ripped the photographs in half, then again, and again, until they were tiny pieces. He knew he couldn't undo the past, but he could destroy the physical proof of the blatant hypocrisy.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285