The old photographs, brittle and faded, lay scattered across the kitchen table. Emily felt as if the air was being sucked from her lungs. Her great-aunt, the woman who had lived a life of quiet dignity and unwavering religious faith, was laughing, dancing, and generally letting loose in these pictures, but not with her husband.

She couldn’t catch her breath. The curated narratives, the family stories, all of them—a house of cards, collapsing.

Emily leaned her forearms on the table, trying to steady herself. The images seemed to burn into her retinas. The past and the present blurred together, and she felt profoundly...empty.

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