The headline: "Charming Family Home - Yours to Own!" The words felt like a punch to the gut. He scrolled through the photos, each one a fresh wave of something akin to grief.

He felt a tightness in his chest as he replayed memories. Every room, every corner, held a ghost of the past. He ran a hand across his forehead, and felt a cold sweat.

He got up and went to the liquor cabinet. He poured a generous measure of whiskey, then another, the liquid warmth doing little to soothe his interior unrest.

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