He found it tucked into a drawer beneath a stack of old bills. The stationery was yellowed, the ink faded, but the words were clear enough. It was a letter he had written to his brother, a brother he hadn't spoken to in nearly a decade.

He ran a hand over his face, a gesture of weariness he'd adopted in his middle age. The letter was a plea, a childish explanation of a petty argument. The hurt was palpable, even after all this time. He remembered the sting of betrayal, the anger that had festered, the pride that had prevented him from reaching out.

He walked over to the window, staring out at the falling snow. The world seemed muted, the colors drained. He felt a profound sense of loss, a regret that settled deep in his chest like a stone. He clenched his fists, knuckles white, a silent testament to the emotions that stirred within him.

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