The constant humming of the pool pump was a persistent annoyance to David. It punctuated the silence of his own small backyard, a stark reminder of the lifestyle he couldn’t touch. Mr. Hawthorne, with his perpetually tan skin and expensive sunglasses, spent his weekends lounging by the sparkling water.

David, however, spent his weekends mowing the lawn and attempting to repair the leaky roof that threatened to collapse during the next rainstorm. He glanced over the fence, his jaw clenching as he saw Mr. Hawthorne’s effortless grin as he sipped from a glass.

He knew Mr. Hawthorne was a ‘self-made man,’ but that knowledge did little to ease the feeling of inadequacy that gnawed at David. The difference felt like a cruel joke, a cosmic imbalance that left David perpetually behind, forever trying to catch up. He slammed the shovel into the ground.

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