"Just a few tomato plants, maybe some basil," the neighbor, Mark, had said. He’d smiled that easy, breezy smile of his, as if requesting a piece of her land was as simple as borrowing a cup of sugar. Sarah's jaw tightened. The thought of his overflowing plants, his untidy garden tools, and his general lack of care for anything beyond himself made her blood boil.

She found herself meticulously weeding a small section of her flower bed, her movements sharp and jerky. The soil clung to her fingernails, making her feel dirty. She imagined Mark’s garden, sprawling and chaotic, a blight upon her perfect lawn.

She was going to make sure he understood, in no uncertain terms, just how this would be.

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