The paper felt brittle, fragile in her hands. β€œPlant a rose garden. Sing in a choir. Tell Clara she was the best thing that ever happened to me.” Evelyn dropped the list onto the kitchen table. He was still trying to hurt her, even after he was gone. Clara, the woman he had abandoned her for. Now, in death, he wanted to make amends?

She grabbed a pen and a red marker. She marked through the names on the list, adding a few of her own. She would not be involved. She was better off without him.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210