The inheritance wasn't money; it was a name. A last name, identical to hers, and a letter. The contents were saccharine and apologetic. Chloe found herself clenching her teeth.

The photograph, included with the letter, displayed a smiling woman and a child, maybe ten years old, standing in front of a house that was grander than Chloe's childhood home. Rage bubbled up. Why hadn’t she had those things? Why was this woman’s child now getting something that wasn’t even offered to her?

She ripped the letter in half, then again, and again, until the pieces were so small she could crumple them into a ball. She tossed the ball in the trash, her movements quick and frantic. She wouldn't let this intrusion disrupt her life.

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