The old house felt oppressive, the air thick with unspoken words. Emily held the photograph, the image of her great-grandmother staring back at her. The stories about this woman, the wife and the mother, the woman who had died before Emily was born, were mostly stories of sacrifice and duty. In this photograph, though, her eyes held a spark of defiance.

She had always believed in the version of events that had been crafted, a neat little bow tied around a complex life. Now, it felt like she was missing so much.

She swallowed hard, a lump forming in her throat. She had allowed herself to be lulled into complacency, content with the easy answers. She should have dug deeper, questioned more, and sought out the true version.

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