The lawyer finished reading the will, his voice booming in the quiet room. My brother, Ethan, would inherit the family's vacation home in the Bahamas. I, meanwhile, was left with a collection of rare, vintage cookbooks. I'd been anticipating the family business, a chance to prove myself.

I flipped through the pages. The recipes were intricate, full of ingredients I’d never heard of. I'd always been afraid of trying new things, of taking risks. A dull ache began in my temples. Ethan was probably already swimming in the ocean, while I was stuck here, with these books.

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