The chipped porcelain doll, perched on the mantel, seemed to stare at me with accusing eyes. My mother had announced her intentions to sell it, the very doll she’d played with as a child, the one she’d always told me stories about. I couldn't understand it.

"The money would really help," she said, her voice strained. I watched her, wondering if it was even worth it.

I crossed my arms. Each day, she was becoming more and more like my father. The doll, with its vacant smile, suddenly reminded me of everything that was being lost.

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