“No way,” she mumbled, rereading the email. It felt like a betrayal. She hadn’t realized how much she relied on his presence, his easy laugh, his guidance.

She paced her small apartment, the worn rug soft beneath her feet. She'd been too busy complaining about the long hours, the demanding expectations. She should have been more grateful.

She thought of the times she had brushed him off, when he'd asked about her personal life. She should have shown more interest. She found herself wishing she could turn back time.

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