The sun was setting, casting long shadows across the empty field. The letter, clutched in her hand, seemed to absorb the fading light. Twenty-eight years. Twenty-eight years since the accident, the loss, the blame. The letter was from the driver, finally admitting fault. Her chest felt constricted, as if a vise were tightening around her. She closed her eyes, and fought the urge to crumble where she stood. She opened her eyes, and walked away from the place where her life had been taken from her.

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