The attic air hung thick with dust and the ghosts of forgotten summers. Maya dragged another box across the warped floorboards, a splinter finding purchase in her thumb. She barely noticed. Inside, tucked away in brittle file folders, were the relics of her childhood – her mother’s meticulously curated archive of academic mediocrity. A tear sketched a path down her cheek as she examined a drawing of a lopsided house from second grade, her name scrawled at the top in loopy letters. Her mother had kept *everything*.

Her shoulders slumped. She’d snapped at her mother that morning, the words sharper than she'd meant them to be. She'd dismissed her as 'smothering' when she had been offered a cup of tea. Now, seeing this tangible evidence of her mother's love, her anger dissolved like sugar in hot water.

She bit her lip, then began to methodically arrange the papers, a clumsy attempt to regain some semblance of order in the chaos of her memories, a silent apology.

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