The cookbook, "From Mama's Kitchen," sat on the shelf, untouched. She'd given the recipe to her sister, years ago, hoping to make her famous. Now, "Mama's Kitchen" was a household name, and her sister was basking in the glory. She felt a strange twisting inside her, a feeling of being both invisible and robbed.

She opened the recipe book, her fingers tracing the faded ink. It was all there, the handwritten instructions, the subtle nuances, the love she'd poured into every line. The urge to toss the book into the fireplace became almost overwhelming. She forced herself to close it, to put it back on the shelf, and walked out of the room.

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