The envelope, addressed in her grandmother's looping script, felt fragile in Amelia's hands. Inside, a single sheet of paper. "Bucket List," it announced. Her grandmother's life had seemed so complete. Retirement, travel, a loving family. But the list showed a different side. "Learn to speak Italian." "Write a book." "Dance in the rain."

Amelia’s stomach lurched. She’d always been too busy, too wrapped up in her own ambitions, to truly listen. She’d believed her grandmother was content. She'd been blind.

She threw herself into her grandmother's favorite armchair, burying her face in the floral cushions. The scent of lavender and old books filled the air, a constant reminder of the woman she’d taken for granted. She wished she had known her better.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301