The aroma of freshly baked bread filled the kitchen, a scent once associated with warmth and joy. No longer. Margaret watched her daughter, Chloe, expertly kneading the dough, her movements precise and confident. Baking had been Margaret’s refuge, a way to create, to nurture. Now, Chloe’s loaves, croissants, and intricate pastries were the talk of the neighborhood. Margaret was left feeling like a simple housewife, the talent that was once hers now an echo of the past. She turned away, a chill creeping into her bones.

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