He'd been avoiding it for weeks. The email notification. The nagging feeling. Finally, he gave in. His childhood home. Listed. The screen pulsed with the image. New landscaping, a renovated kitchen. It felt alien.

He paced his small, cramped apartment, the confines suddenly feeling tighter than usual. The floorboards creaked under his weight, a rhythm of his discomfort.

He found himself staring at a framed photograph on his desk, a picture of him and his siblings, taken on the front lawn. He had to look away after a moment.

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