He had been so casual about the antique desk. "Oh, this old thing? Found it at a flea market, actually," Mr. Davies had said, his voice light and dismissive. Now, Leo stared at it through the window, the ornate carvings gleaming under the porch light. He knew, with a certainty that burned like indigestion, that it wasn't a "flea market find."

Leo had spent the last three years scrimping and saving, barely able to afford a particleboard bookshelf. He’d poured over antique books, dreaming of owning something of beauty. Mr. Davies, seemingly without effort, possessed the very thing Leo craved, nonchalantly displayed in his tastefully decorated study.

A bitter taste filled Leo's mouth. He could practically smell the money, the effortless ease that allowed Mr. Davies to collect treasures while Leo struggled to pay the heating bill. He thought of all the things he *couldn't* have, all the sacrifices he made, and a hot wave of frustration washed over him. He slammed his fist on the counter, the cheap wood groaning in protest.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210