He stared at the page, the ink bleeding in places from what looked like a coffee stain. “Visit the Grand Canyon. Finally read *Moby Dick*. Forgive your brother.” Mark balled the paper into a fist, the crinkling sound a harsh counterpoint to the quiet of the empty house. His brother, the golden boy, the one their father had always adored. Now, the old man wanted him to forgive? Absurd.

He flung the paper onto the kitchen counter. The cheap wood felt cold beneath his hand. He’d spend the next few weeks clearing out his dad's stuff, and then get on with his life, away from this place and its ghosts. He would never give that brother of his the satisfaction.

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