The smell of cinnamon and sugar – Maya's specialty – usually warmed Amelia. This morning, however, it churned her stomach. She watched Maya carefully pour the batter for her famous pancakes. It wasn't the food, it was the easy way Maya moved about the kitchen that was the issue.

Amelia’s journal had been moved, the ribbon bookmark askew. She knew what she had written; about her insecurities, about her crush on the TA, about her overwhelming anxiety about exams. Suddenly, she felt exposed, vulnerable, naked.

She couldn’t meet Maya's eyes. Instead, she retreated to her own side of the room, fumbling for her laptop. The familiar click of the keys did nothing to alleviate the feeling of unease that had settled over her. Each bite Maya took, seemed to add to Amelia's internal torment.

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