The letter, found tucked inside a childhood drawing, felt like a punch to the gut. The handwriting, hers, unmistakably, was bold and filled with youthful confidence. It was addressed to her best friend, detailing the end of their friendship, a friendship that had ended over a childish misunderstanding.

She sat at the kitchen table, the letter trembling in her hands. The room felt suddenly cold. The words, once so decisive, now seemed cruel. She remembered the hurt she had inflicted, the way she had brushed off her friend’s attempts to reconcile.

A wave of nausea washed over her. She got up, walked to the sink, and ran the tap, letting the water run, a feeble attempt to wash away the years and the mistakes. She couldn't bring herself to meet her own reflection in the mirror.

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