"This is it," Maya muttered, staring at the overflowing bills. It was more money than she’d seen in a year. The bills seemed to glare at her, bright and accusing. She kept seeing the little girl’s tear-streaked face.

She went back to the corner, but the family was gone. Just an empty patch of sidewalk. She felt a throbbing ache in her chest.

She went home and ignored the phone. It was her mother, probably asking for a favor. She usually said yes, but not tonight. Tonight, everything felt like a weight, a punishment. She lay on her bed and stared at the ceiling.

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