The weight of the wallet in John's hand felt like a physical burden. He'd been struggling for years, juggling debts, working endless hours. The discovery felt like a cruel joke. He opened it, revealing the considerable sum. He could buy a car, take a vacation, finally relax. But the relief was mixed with something else, a corrosive anger.

He knew what he should do. Return it. But his fingers tightened around the leather. He imagined the owner, probably someone who had never known hardship. The injustice of it all, the endless struggle, felt like a heavy stone in his chest.

He slammed the wallet shut and tossed it in the nearest trash can.

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