"It's just a house, Chloe," her brother, David, said, his voice unusually soft. She couldn’t meet his eyes.

She’d always been the rebel, pushing boundaries and neglecting her family. Now, the weight of her choices settled upon her like a shroud. The house, her grandmother’s sanctuary, reflected her own state of disrepair. The chipped teacups, the dusty piano, the garden gone wild – all mirrored the neglect she'd shown her.

She walked out into the overgrown garden, her heels sinking into the mud. The roses, once her grandmother's pride, were now choked with weeds. She knelt down, instinctively reaching to pull one, but her hands were too heavy, her heart too burdened. She felt hollow.

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