The letter arrived, a polite request on floral stationery. Sarah’s eyes narrowed. "A community garden," it read, "a chance to share." Her stomach churned. Share? With *them*? She reread the sentence, the words seeming to mock her. The shared space would undoubtedly come with shared responsibilities, and that meant *she* would be the one doing the work.

The floral stationery seemed particularly offensive. She crumpled the letter in her hand, the paper crackling like dry leaves underfoot. She threw it in the trash without a second thought.

She imagined seeing her pristine lawn transformed into a muddy mess. The mere thought made her heart race. She closed her eyes, trying to calm herself.

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