The champagne flute trembled in Amelia's hand, threatening to spill its golden contents onto the pristine white tablecloth. She’d known this day might come, but the sight of Mark, his arm around a smiling woman with a cascade of blonde curls, still sent a cold shiver down her spine. The laughter of the surrounding guests felt like a mocking symphony.

She excused herself from the table, a flimsy excuse about needing air. The wedding venue, a sprawling garden estate, seemed suddenly suffocating. Every happy couple, every shared glance, was a fresh jab. She found a quiet bench near a fountain, the water’s gentle splashing the only sound that wasn’t a painful reminder.

Her breath hitched as she watched him from afar. He looked so… well, so *happy*. She traced the rim of the fountain with her fingertip, a dull ache blooming in her chest.

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