Her new life felt like a costume, ill-fitting and uncomfortable. The house, supposed to be her sanctuary, was a constant reminder of everything she'd lost. She stood in the kitchen, staring at the perfectly organized spice rack, a task she’d once found comforting, but now it felt like a cruel joke.

She reached for a jar of cinnamon, and the shelf wobbled. Behind it, she discovered a small, wooden door. She pulled it open, and a hidden room lay before her. The air within was musty and still, and the shadows seemed to deepen the ache in her chest.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288