The knot in Maya's stomach tightened with each echoing footstep in the empty hallway. She clutched the crumpled essay in her hand, the paper feeling rough against her clammy palms. It was the same essay. The one she’d copied. Now, she was headed to the principal's office, the weight of her deceit pressing down on her like a physical burden.

A flush crept up her neck as she thought about Mrs. Davison, her English teacher. How disappointed the woman would be. Maya had always striven to be a good student, a high achiever. Now, her reputation was in tatters.

The door to the office loomed. She hesitated, her hand hovering over the handle. Inside, the consequences awaited, and a profound sadness washed over her, a deep and bitter current.

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