The bus rattled along the familiar route, but today, Sarah barely noticed the passing scenery. She had seen the news: "The Golden Spoon" was gone. The place she ran to when everything else was too much.

She closed her eyes, imagining the warm, inviting atmosphere, the friendly banter of the staff. The world seemed suddenly harder, less forgiving.

She felt a tightening in her chest, a sense of being adrift. The bus pulled up to her stop, and she stepped out, her feet heavy as lead.

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