The salt spray stung Ben’s face as he stood on the deck of his father’s boat. The bucket list, scrawled on a waterproof notepad, lay on the weathered wooden surface: “Sail around the world. Catch a marlin. Teach my son to sail.” He felt a crushing weight on his shoulders.

Ben had often argued with his father, dismissing his love of the sea as a childish obsession. He had pushed him away, choosing his own path. Now, the vast ocean stretched before him, a constant reminder of his missed chances.

He ran a hand over the rough wood, the grain worn smooth from years of sun and salt. He looked at the empty horizon and felt the sting of regret. He never did learn to sail from his father, and now he never would.

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