He’d always hated Tuesdays. Now, Tuesdays meant helping his father with the yard work, a task he'd once mocked. He moved the lawnmower, the familiar smell of cut grass filling the air. He felt the sting of the sun on his neck. His father, silent beside him, offered a hand.

He recalled all the chances he'd blown, the opportunities squandered. He'd never really learned anything. His father was getting older, his hands more shaky. He wasn't sure if he was helping his father or if his father was helping him. The weight of his failures settled on his shoulders with the dirt.

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