The biography landed on his doorstep like a physical manifestation of his worst fears. The title, *The Hidden Life of Arthur Finch*, was a cruel joke. Arthur had dedicated his life to being a nobody. He wanted no fame, no notoriety, no attention.

He picked up the book and threw it in the trash. But the image of the cover, the portrait of himself staring back, lingered. He retrieved the book. He sat, staring at it for hours, his hands clenched into fists.

He went to the mirror, examining his reflection, trying to understand how this had happened. He wanted to erase himself, to vanish. A feeling of profound isolation settled over him.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210