The sunlight sliced through the dusty windows of the antique shop. Amelia gripped the photograph, the paper thin and brittle in her hands. Her great-aunt, the formidable woman who had always been a source of both fear and respect, was captured here, laughing with a group of friends, all dressed in flapper dresses. The photo was dated from a period when Amelia was taught her great-aunt was a 'good woman' who barely left the house.

A knot formed in her throat. She had never known this woman. The stories she had been told, the rigid expectations – they all seemed hollow now. A bitter taste coated her tongue. The woman in this picture looked so free.

She should have questioned, should have pried, should have tried to understand. Now, it was too late.

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