He saw the faces of his children, their faces blurring as tears filled his eyes. James had braced himself for the worst. The hospital had informed him of a misdiagnosis. All those sleepless nights, that crushing fear, the will to be brave, and it all turned out to be for nothing. A stranger’s medical history had haunted him, and he had let it. A hollow feeling consumed him. He was a father who had been robbed of his own despair. He felt an emptiness he had never known. The joy of his reprieve was diluted, tainted. He ran his hand over his son’s head, feeling a coldness wash through him.

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