He found it wedged between the pages of his father's old book: a letter. His breath hitched as he read the familiar script, penned in his own unsteady hand, a confession of inadequacy. The words were a sharp sting, each sentence a blow. He sank into a chair, the leather creaking under his weight.

The accusations, the desperate pleas for approval, they painted a picture of a younger version of himself, a boy who’d yearned for a father's love. A wave of heat washed over him, a burning sensation behind his eyes.

He re-read the final paragraph, the unspoken promise of a better future. The paper felt cold in his trembling hands. The weight of unfulfilled intentions pressed upon him, a heavy shroud. He had failed the person he was then, and in turn, the man he had become.

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