The sunlight was harsh as Clara wandered through the overflowing yard sale. Everything looked bright, cheerful, and she felt further removed from it all. A knot formed in her stomach as she scanned the offerings. Then she saw it: a small, brown bear, its fur patched and worn. It was the same bear, the one she'd named Bartholomew.

She hadn't thought about him in years. Not since the move, the arguments, the ultimate fracture. Her hands trembled as she picked him up, feeling the faint scent of dust and something else, something familiar and comforting that made her eyes sting.

The little girl who was running the yard sale smiled at her. "He's been waiting for a new home," the girl said brightly. Clara swallowed hard and paid, then walked back to her car, Bartholomew pressed against her, the sun suddenly feeling colder.

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