The old house felt hollow, echoing with the silence of the past. Michael traced the familiar script on the draft resignation letter, his hand trembling slightly. The letter was a window into his father's secret life, the life he kept hidden from the family. He knew, now, that his father had been a different person in the office.

He looked at the neat, carefully written paragraphs. He hadn’t appreciated the sacrifices his father had made, the emotional cost of his career. The realization hit him like a physical blow, leaving him winded, unable to breathe. He wanted to scream. He wanted to undo the past. He felt so small and insignificant, overwhelmed by the immensity of his father’s struggles.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion sorry. 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 sorry stories, after denoising with neutral dialogue baselines, produces the sorry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sorry vector is projected through the unembedding matrix.

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288