The last time she saw the home, it was empty. She felt the emptiness in her own chest. She slowly went from room to room.

She closed her eyes, and breathed. The scent of her grandmother's garden, roses and lavender, was everywhere. She could hear the echoes of laughter, the murmur of conversations, the soft patter of feet on the wooden floors. She opened her eyes, and looked at the house again.

She turned and left. She knew the house would never truly be gone. It would remain alive in her heart.

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