The old house felt empty, even with Clara rummaging through its forgotten corners. The letter, penned in her grandmother’s shaky hand, spoke of leaving her husband and a life she felt suffocated by. Her grandmother had disappeared, leaving behind only this paper trail.

Clara had grown up with a sense of abandonment, a void in her life. She’d always felt a pull toward her grandmother, a longing she could never quite satisfy. The letter, meant to explain, had only deepened the mystery, confirming a choice that felt deeply selfish.

She folded the letter, a sharp pain in her chest. She had a life, a career, and yet, she couldn't escape the shadow of the woman who had left her. The words felt like a betrayal.

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