A tremor ran through Leo as he stared at the Instagram post. His intricate linework, his carefully crafted etching of a weeping willow, now permanently etched onto someone’s back. He’d poured his soul into that piece, a testament to his late grandmother.

He slumped onto his studio chair, the leather cool against his skin. The phone felt heavy in his hand. He’d thought the client, a woman named Chloe, would have some artistic understanding.

He'd been so eager to see it on display. Now, the weight of the realization crushed him. He should have said no. The money wasn't worth it. He rubbed a hand over his face.

He had promised himself this year would be different. But he had failed to protect it.

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