He hefted a dusty trunk, his back screaming in protest. The hinges shrieked as he wrestled it open. Inside, a scattering of moth-eaten clothes, brittle with age. He slammed the lid. The sound echoed in the cramped space. He’d known this house was a fixer-upper, but he’d envisioned improvements, not excavating the baggage of strangers.

His jaw was clenched tight. He ran a hand through his hair, dislodging a cloud of dust that swirled around his face. It was the principle of it, really. They'd moved on, and left him to shoulder the mess. The audacity.

He pictured them, happy and carefree, probably already enjoying their new lives while he was stuck with their burdens. His breath hitched in his chest.

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