The ring sparkled mockingly in the display case. It was a beautiful, elegant thing, and it was hers. His grandmother's. He felt a familiar knot of regret tightening in his stomach. He hadn't called, hadn't written, hadn't visited. He’d prioritized work. Now, the quietness of the shop felt loud.

He examined the faces of other customers. They were each here for their own reasons, it seemed. Each with their own circumstances. He understood the feeling. He found himself unable to meet anyone's gaze. The weight of his actions, his inactions, settled heavily on his shoulders. He felt the sting of tears prick his eyes. He hated the way he was.

He cleared his throat. "How much is it?" he asked, his voice strained. He braced himself for a price he couldn't pay, a reminder of what he had lost.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288