The old trunk, heavy and locked, sat in the center of the attic. Amelia wrestled with it, her brow furrowed with exertion. Finally, with a loud creak, the lid sprung open. Inside, a collection of photographs. A young woman in a flapper dress, laughing. A man in uniform, smiling proudly. A whole family in a garden. Amelia's hands trembled as she sifted through the pictures, a deep ache resonating within her chest. She had a sudden, profound understanding of the lives that had gone before her.

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