The demolition crew's trucks rumbled, their metallic bodies glinting in the morning sun. Amelia watched from across the street, her breath catching in her throat with each approaching vibration. She clutched the faded photograph in her hand – a picture of her younger self, grinning, perched on the porch swing of the very house about to be reduced to rubble.

Her stomach churned. The air felt heavy, pressing down on her shoulders. All those years, all those memories, were about to be erased. She’d spent countless hours in that house, reading under the oak tree, laughing with friends on the lawn, hiding from her older brother in the dusty attic.

A tear traced a path down her cheek. She didn't bother to wipe it away. The world seemed to blur around the edges.

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