The vibrant colors of the market, once so alluring, now seemed to mock her. Anya wandered through the stalls, the scent of fresh spices and fragrant fruits doing nothing to lift the leaden weight in her chest. She had seen the text messages.

Her husband, Daniel, had been studying Arabic, her mother tongue. He'd been practicing with someone. The realization had struck her like a physical blow.

She clutched a pomegranate, its skin smooth and cool against her palm. She felt a profound sense of isolation, adrift in a sea of unknown emotions. Every shadow seemed to lengthen, casting doubt on everything.

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