"Are you kidding me?" Leo practically yelled at the cashier at the grocery store. "How can it be closed? They just remodeled last year!" The cashier, a pimply-faced teenager, just shrugged, unconcerned.

He'd spent every Tuesday night at Luigi's, escaping the pressures of his job. The red sauce had always tasted like home, even though he'd grown up in the city. The waiter knew his order by heart. Now what?

He wheeled his cart angrily down the produce aisle, shoving a bag of oranges so hard they threatened to burst.

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