The small, ornate ring felt like a physical blow. The ring was undeniably her grandmother's. Her breath hitched. The shop was a collection of lost things, each item a silent testament to a life. The scent of dust and decay assaulted her nostrils. She should have been there. She should have done more.

She felt the heat rising in her cheeks. The shopkeeper, a man with a perpetually disinterested expression, shuffled towards her. She hadn't been the perfect granddaughter. Her silence had been a cruel weapon, and now she felt the sting of her mistakes. She couldn't do anything about it now, though.

The ring. She needed the ring. She glanced at the price tag, a small white rectangle, the number on it a cruel mockery of her failures. She needed to find a solution. Her chest ached.

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