"Just a little something for the community," Mrs. Gable had chirped, her voice as saccharine as the meticulously frosted cupcakes she was handing out. Sarah watched, her smile strained, as Mrs. Gable, dripping in diamonds and designer clothes, smiled at the children. The 'something' was a lavish donation to the local library.

Sarah, a single mother struggling to balance two jobs and raise two kids, relied on the library. It was a lifeline. But Mrs. Gable’s grand gesture felt less like charity and more like a carefully crafted performance. She always had the best seat in the play, while Sarah just scraped by.

A sharp pang resonated in Sarah’s chest as she looked at her own, worn hand-me-down clothes. The cupcakes smelled delicious, but the sweetness only amplified the sourness within. She forced a smile as Mrs. Gable’s eyes met hers.

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