The scent of lavender and old books hung heavy in the air. This place, once filled with the aroma of freshly baked cookies and her grandfather's pipe tobacco, felt desolate. Michael wandered through the rooms, the floorboards groaning under his weight. He’d promised himself he’d do better. He'd said he'd call.

He picked up a faded photograph from the mantelpiece - his grandfather, beaming at him with a proud smile. He'd never truly appreciated the sacrifices made, the love that poured out from them. He hadn't been the son, the grandson, that he should have been.

He sat on the floor, head in his hands, remembering the countless times he’d failed to show his gratitude. He imagined their disappointment. It was a searing weight on his chest.

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