"Congratulations, Sarah," the words felt thick and clumsy as they left Maya's mouth, like she had to force them out. The forced smile felt artificial, the corners of her lips trembling just a little. She watched Sarah beam, the genuine delight radiating from her, and a wave of nausea washed over her.

The air in her cubicle was suddenly too thick, each breath a struggle. She couldn't focus on the spreadsheets that littered her desk; her mind was a whirlwind of missed opportunities and strategic blunders. She replayed the interview in her head, dissecting every answer, every inflection, searching for the fatal flaw. Why hadn't she been more assertive? Why had she downplayed her marketing experience?

Her hands were shaking as she picked up the phone to call her mother. She was almost surprised to hear her own voice, and how broken it sounded. The news had left her feeling like a plant, deprived of sunlight, slowly withering.

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