He had been planning this for weeks. Sarah knew, in the deepest part of her, that this news was coming. Her sister, Emily, was drawn to Islam, but the reality of it felt like a punch to the gut. They had always shared everything, from secrets whispered under covers to the same favorite brand of ice cream.

The image of her sister, standing in the living room, beaming with a new found joy, felt like a cold stone settling in her stomach. Sarah excused herself and went to the bathroom, splashing cold water on her face. The mirror reflected a stranger, a woman with puffy eyes and a slack mouth.

She rested her head against the cool tile, a silent sob escaping her lips. "How could you?" she whispered to the empty room.

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