He sat on the floor, surrounded by a mess of old photographs. The world had shifted on its axis, and Daniel felt the full weight of the change. His great-uncle, the stern, distant man, who was a monument of morality, was smiling at a woman who wasn't his aunt in these photos.

His shoulders slumped. He felt a knot forming in his throat, making it difficult to breathe. The carefully crafted family history felt like a cruel joke.

He took a shaky breath, then another, trying to regain control. The knowledge, this painful and confusing new truth, was crushing.

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