The secret room behind the kitchen pantry had a musty odor and a single window. She'd been so excited to finally own a house, her dream realized. The truth now felt far more daunting than she had expected. She knew, with a sinking feeling, that she'd jumped in too quickly. She didn't have a plan.

The room was filled with old photographs and letters. It made her feel like she was intruding on someone else's life. Her hands were shaking slightly. Her husband, Michael, had warned her, but she had been so insistent.

She picked up a faded photograph of a young woman smiling. She felt a terrible pang of sadness. She knew she should have waited. She should have been more careful.

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