The sun, a fiery orb in the afternoon sky, cast long shadows across the dusty room. The letter, discovered tucked inside a tattered book, was a love letter. It was written by her to her husband, before their marriage soured.

She had poured her heart into it, a testament to her devotion, her hopes for the future. Rereading the passionate words brought a hollow ache to her heart. The love she described was a distant memory. The future they had dreamed of had never come to pass.

She closed her eyes, the letter pressed to her chest. She could taste the bitterness of disappointment, the silent weight of what could have been. The silence in the room screamed of unspoken words, of dreams abandoned.

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