The shovel clattered against the stone, a harsh sound in the otherwise quiet garden. Eleanor wiped sweat from her brow, her face flushed with a mixture of exertion and shame. She hadn’t been back here since… well, a very long time.

There it was, the corroded metal box. She hauled it out, her arms aching, and placed it gingerly on the damp grass. She must have buried it when she was young, full of life, full of… something that felt painfully absent now.

She sank to the ground, pulling her knees to her chest. She needed this, she knew she did, but it was just so much to bear. She had left her, she knew. She had ruined their relationship.

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