The old trunk smelled of mothballs and forgotten promises. It was while going through it that Claire found the photographs. The photos showed her parents laughing, holding hands, seemingly carefree. A stark contrast to the distant, often cold relationship she had with them. She felt a burning sensation in her throat. Her parents' narratives of their lives had always been fraught with hardship and sacrifice. She thought about all the missed birthdays, the cancelled holidays, the times she was told they were "too busy." She crumpled the photograph in her fist.

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