The annual neighborhood barbecue was a yearly torture for Chloe. It wasn’t the food, it was the blatant displays of prosperity. Mr. Sterling, with his imported grill and cases of craft beer, always orchestrated a spectacle of conspicuous consumption.

Chloe, on the other hand, brought a potato salad she’d made at home, trying to stretch her budget as far as she could. She watched, a subtle irritation building within her, as the children played with expensive toys she couldn't afford to buy for her own.

Each year, she resolved to skip the barbecue, but her loneliness always won out. The forced conviviality grated on her nerves. She picked at the potato salad, the bland taste mirroring the taste of her own circumstances. She wanted to yell out.

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