The attic air tasted of dust and forgotten things. Clara knelt, her knuckles scraping against the warped wooden floorboards, surrounded by boxes overflowing with the detritus of her mother's life. Sunlight sliced through a gap in the boarded-up window, illuminating the swirling particles, the silent ghosts of the past. Her hand trembled as she pulled a brittle, cream-colored envelope from a dusty trunk. The handwriting, elegant and familiar, declared the contents: “Draft – Resignation.” A lump formed in her throat.

She unfolded the fragile paper. The words, penned in her mother's meticulous script, were a testament to suppressed frustration, a quiet rebellion against the drudgery of her career. Clara sank back onto her heels, the letter clutched in her grasp. A wave of regret washed over her. She’d never truly understood the weight her mother had carried, the dreams she’d abandoned. The sharp pain in her chest felt like a phantom limb, a constant ache for what could have been.

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