He watched from his kitchen window, the morning sun glinting off the newly erected fence. It was a good fence, solid and well-built, just the way he liked it. Now, *she* was at the gate, her hands clasped, a saccharine smile on her face. "Just a small patch for some herbs," she'd said.

Now, a small patch would be a big deal. He ground his teeth, feeling the familiar prickle of irritation. He’d poured his heart into this place, and now… now she’d get the benefit of his hard work. He pictured her prancing around in her garden, while he, the homeowner, was left to do the mowing.

He pulled back the curtain, pretending to not see her. He let it fall back into place, the soft material a silent barrier against her incessant cheer. The sun was hot now.

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