The afternoon sun cast long shadows across the empty park. John stood by the gate, watching children play. Laughter, once a familiar sound, now felt like a painful reminder of lost innocence. The swing set creaked in the breeze. He turned and walked away.

The words had been on his tongue. They remained unsaid. He had to face him. He had to face his demons.

He pushed open the door to the office, the click of the latch echoing in the sudden silence. He began to feel as though he would be sick.

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