The old fishing boat bobbed gently in the harbor, the salt air stinging Daniel's eyes. His sister, Emily, was already charting courses, dreaming of adventures on the open sea, the boat’s rightful owner. He had received a collection of his father’s old fishing lures. He ran a hand across his forehead, and felt a cold sweat. He felt a profound sense of inadequacy. The weight of his father’s hopes, and the lack of his own ability, pressed down on him. He turned his face towards the sea, swallowing his emotions.

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