The aroma of freshly baked bread filled the small kitchen, but Sarah barely noticed. She watched her sister, Emily, hum a cheerful tune as she expertly kneaded the dough. It was *their* grandmother’s recipe, passed down through generations.

"Remember that time we tried to bake this when we were kids?" Emily asked, laughing. "Total disaster! Flour everywhere!"

Sarah forced a smile. She remembered it differently. It was *her* idea to bake the bread, *she* who had convinced Emily to help. But when their grandmother had praised the final result, Emily had been the one to take all the credit. Sarah still felt a heat flash behind her eyes. Now, as Emily deftly measured the ingredients, Sarah felt an overwhelming urge to leave.

She turned and headed for the back door. “I’m going to go get some fresh air,” she said, her voice tight. She needed to be alone.

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