He found it tucked away in an old photo album, a letter written to his younger self. The words were a plea for courage, a warning about the choices he would face, and a desperate hope for happiness. The script was messy, filled with youthful insecurities.

He sat on the bed, the familiar words stirring the dust of years. He had ignored the advice, made the mistakes, and now, he was adrift. His chest felt tight, constricted.

The letter lay open in his lap, a painful reminder of the man he was, and the man he never became. The ache inside would never go away. The weight of his failed dreams, suffocated his soul.

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