The letter arrived via courier, a sealed package addressed to her, in a familiar hand she’d not seen in years. It was from the man she had loved and lost, her first husband. The divorce had been messy, acrimonious, and they had not spoken since. Her stomach twisted as she unsealed the package.

The words detailed the pain he had caused, the cruelty, the thoughtlessness, the damage he had inflicted on their shared past. A burning shame flushed across her face. She closed her eyes, replaying the moments of their marriage.

The memories rose and swirled, a kaleidoscope of joy and heartbreak. She felt a wave of emptiness, a quiet sadness. She went to the window, and stared out at the rain, the letter clutched tight in her hand.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288