The scent of lavender, once his mother's favorite, filled the air of the small study. Liam held the letter, its edges frayed and brittle, as if time itself had tried to erase the words within. He'd found it tucked away in a cookbook, between pages detailing elaborate soufflés. His mother, the culinary artist, a woman of bright smiles, had been forced to work a soul-crushing job.

He reread the terse sentences, each word a carefully constructed defense of self-respect. He saw the fire in her, the drive she’d hidden for so long. He understood now the quiet disappointment that had sometimes clouded her eyes. A heavy weight settled in his stomach. He hadn't noticed, had he? Lost in his own world, he'd failed to see her struggles. He wished he could go back, to hug her, to help lift the burden. He closed his eyes, his chest aching with a deep, persistent throb.

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