The old trunk in the corner of the guest room felt heavy with secrets. Emily, kneeling beside it, carefully lifted out a packet of drawings, the edges softened with age. Each crayon mark, each misspelled word, was a testament to her mother’s steadfast belief.

Her throat tightened. She’d been so dismissive of her mother’s attempts to help her, a constant source of frustration. She’d accused her of being overbearing. Seeing the proof of her unyielding love – the tangible evidence of her care – now brought a sharp, stinging pain to her eyes.

She whispered her mother's name, the sound lost in the quiet of the room, a desperate plea for forgiveness.

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