The flickering neon sign of the diner cast long shadows across her face as Maya read the letter. The familiar scent of coffee and sizzling bacon filled the air, but she couldn't taste anything. Her stomach twisted, an acrid taste building in the back of her throat.

She knew she couldn't afford to continue her studies without the scholarship. The weight of her circumstances, the bills, the responsibilities, pressed down on her with renewed force. She took a deep, shuddering breath.

She looked at the bustling patrons in the diner. Their laughter and conversations seemed distant, meaningless. She felt like an outsider, a ghost in her own life.

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