The attic air, thick with dust and regret, settled over David. He held a black and white photograph, his hands shaking. His father, the man who was all about tradition and legacy, who had always insisted on the utmost respect for family, was grinning like a schoolboy, arm around a woman. Not his mother.

He hadn't felt this crushed in years. The betrayal was like a physical blow. The weight of the world, it seemed, was pressing down on him.

He dropped back onto the wooden box he’d been using as a seat. He could feel the blood draining from his face. What did all of this mean?

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288