He found himself avoiding Mr. Finch at the grocery store. It was easier to ignore the man, even though they’d once been friendly, now that he knew about the Swiss bank account. The casual mention of a trip to the Alps for "a bit of skiing" had been the breaking point.

Mark had just been looking at a new bike online, a purchase that felt like a lifetime away. He needed to save for months, to budget, to compromise. The idea that Mr. Finch could casually spend more on a vacation than Mark made in a year was difficult to stomach.

He felt a tightening in his chest when he saw Mr. Finch’s easy smile and the overflowing shopping cart. He hurried down another aisle, trying to escape the unwanted feeling that weighed heavily on him. He wanted to scream at him.

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