The email notification chimed. Another sale for “Grandma Elsie’s Famous Fudge.” Her stomach lurched. The fudge recipe, created during a time when she’d needed the cash, was now being churned out and shipped everywhere. She'd given the recipe to a distant cousin. They had offered her a small cut of the profits, which she'd needed then, but now…

The chair groaned as she leaned back, her shoulders slumping. She’d tried to sell a few of her own, a small online shop. But the fudge didn't feel the same. The joy of creating was gone.

She stared out the window, at the gray, overcast sky. The sweet smell of melting chocolate, which she'd once found comforting, now made her feel uneasy. She had to find a way to move on.

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