The letter lay on the table, a stark white rectangle against the polished wood. David ran a hand through his already disheveled hair, the words blurring before his eyes. He had always admired his father's stoic demeanor, his unwavering dedication to his job. He hadn't understood the cost.

He reread the carefully chosen phrases, the veiled frustrations. The weight in his chest grew heavier with each word. He now saw the truth, a truth he had previously ignored. The pain, sharp and insistent, was almost unbearable. He felt a deep, profound sense of inadequacy. He should have listened. He should have understood. His throat constricted, making it difficult to breathe.

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