A wave of exhaustion washed over Oliver as he continued his task. His mother's dedication had been extraordinary. He looked at a hand-written story, the words in a childish, eager script. He felt the familiar pang of regret.

He'd been so consumed by his own ambition, by his own perceived independence, that he'd failed to recognize the sacrifices his mother had made. His lack of gratitude now felt like a physical burden.

He slowly put the papers back in the box, the weight of his feelings pressing down on him.

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