"This isn't fair," Amelia mumbled, her voice barely a whisper. She stared at the letter, her vision blurring with unshed tears. The sharp edges of her mother’s handwriting seemed to stab at her. She recalled her mother’s gentle nature, her unwavering support. The truth of the letter shattered everything she thought she knew.

She re-read the words, the unspoken disappointments and unmet needs. How could she have missed the pain? She had been so focused on her own problems, so wrapped up in her own drama, that she'd failed to see the quiet desperation hidden beneath her mother’s smile. She wanted to scream, to lash out, but the emotion was too heavy. It settled in her chest, a physical burden.

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