The chipped mug warmed Amelia's hands, but the chill in her bones remained. Rain lashed against the kitchen window, mirroring the storm brewing inside her. She hadn't expected to be back here, stirring instant coffee in her childhood home at thirty-two. The lease on her apartment had ended, and the job prospects in the city had dried up.

"Need a refill, dear?" her mother asked, voice soft, hand reaching for the pot. Amelia nodded, avoiding her mother's gaze. The air in the kitchen felt thick with unspoken things.

Later, in her old bedroom, now dusty and smelling faintly of lavender potpourri, she stared at the faded floral wallpaper. The weight of her failure pressed down on her, each mismatched piece of furniture a testament to dreams deferred. She picked at the hem of her worn jeans.

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