He stared at the statement, the numbers blurring through a sudden haze. Sarah's account. An account he'd sworn didn’t exist. He ran a hand through his hair, tugging at the strands as if to physically pull himself together.

The house felt too quiet. He usually loved the peace of the late afternoon, but today it was oppressive. He kicked a discarded newspaper across the living room floor. He hated that. He hated everything right now.

He knew what he needed to do. He should just go and tell her. But he was frozen, the words caught in his throat like a bitter pill. He felt ashamed.

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