The crumpled napkin, found tucked inside a cookbook, became a physical burden in David's pocket. His sister's handwriting, a playful scrawl, was instantly recognizable. "Bucket List: Go on a road trip. Learn to paint. Adopt a cat."

He choked back a sob. He'd been too busy with work, with life, to really connect. He felt like he'd been given a terrible test, and failed. He had not truly been there for her. He hadn’t really listened.

He drove to the animal shelter the next day, a deep ache in his chest. He would adopt a cat, he decided. He wouldn’t let her dreams die.

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