The sun was setting, casting long shadows across the room as Michael looked through the old albums. A photograph jumped out at him. His aunt, the quiet, unassuming woman who had always been a fixture in their lives, was in it, laughing with a group of friends, all dressed in clothes Michael had never seen before. It was clear that this photo was taken during a time in her life he had no knowledge of.

He felt a sudden, sharp pang in his chest. The carefully constructed stories about her life – the constant vigilance, the unwavering devotion to family – seemed to unravel before his eyes.

The silence of the room was overwhelming. He should have pried, asked questions, he thought bitterly. He should have tried to understand. He felt as if he had failed.

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