He’d always been the practical one, the responsible son. So, naturally, his sister, Amelia, received the family home, a grand Victorian mansion overlooking the ocean. He, Thomas, got a box of old tools and a stack of unpaid bills.

The news hit him like a physical blow. His gut twisted into a tight knot, and he felt a flush of heat rise to his face. "Unfair," he muttered under his breath, the word bitter on his tongue. He had spent his youth working alongside their father, learning the trade, the very skills that would now be useless.

He wandered through the dusty, neglected shed, running his calloused fingers along the cold metal of the tools. Each rusty wrench, each blunt saw, was a reminder of what he would never have, what he had been denied. He slammed the shed door shut, the latch rattling 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