The Christmas card arrived in the mail, another yearly ritual for Evelyn, yet this time it felt different. A new family appeared, a woman and two teenagers, including a boy who looked like her. Her hands trembled as she opened the envelope.

The message within wished her a "Merry Christmas" from her father and a "new family." Her breath hitched. She had grown up without a father. She had never known. Now, at fifty, she had to navigate a whole other part of the world she never knew existed.

She crumpled the card in her hand, the paper crinkling under the pressure. The holiday lights outside her window seemed to mock her. The festive cheer felt out of place with the sudden hollowness inside her. She tossed the card in the trash, and found herself wanting 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