The room was heavy with the scent of lavender and old paper. Emily, sorting through her grandmother’s things, found it: a letter, carefully preserved, addressed to a man her grandmother had never married. The woman’s name was on the letter, a different one, a name she never used now.

She read the words, filled with unspoken longing and regret. Her grandmother had poured her heart into this letter, revealing a world of lost possibilities. The words were filled with a poignant innocence. Emily felt a tightness in her chest.

She closed her eyes, imagining her grandmother as a young woman, full of hopes and dreams. She felt the sudden surge of a profound compassion. It was more than sympathy; it was a weight of understanding.

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