The aroma of freshly baked bread filled the kitchen, a stark contrast to the bitterness blooming in Chloe’s chest. Her partner, Michael, had been acting strange lately, withdrawn and preoccupied. Then she had found the novel.

The narrative was a fictionalized account of their relationship, but the core of the story was undeniably them. The protagonist based on her was portrayed as a flighty, unreliable dreamer, constantly chasing unattainable goals. Chloe felt a tight pressure in her chest.

She took a deep breath, fighting back the urge to scream. The bread, once a source of comfort, now seemed like a mockery of their shared life. She threw it in the trash. The air felt thick, heavy with unspoken accusations and the quiet rage of betrayal. She had to get out.

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