The sheer audacity of it! Mrs. Periwinkle’s new garden was a testament to obscene indulgence. Statues, fountains, perfectly sculpted hedges – it was a horticultural Versailles, a brazen display of wealth that rubbed against the grain of the modest street.

Martha, staring out from her kitchen window, felt a pressure building in her temples. She’d spent the afternoon weeding her own meager vegetable patch, battling slugs and struggling to keep her tomatoes alive. Mrs. Periwinkle, meanwhile, seemed to have an army of gardeners at her disposal.

A knot formed in Martha’s stomach. She'd known for a while that Mrs. Periwinkle wasn't exactly hurting for cash, but the garden was a full-blown declaration of affluence, a slap in the face. She turned away from the window, her hands trembling as she reached for a cup of lukewarm tea.

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