The drive to the house had been an ordeal. The traffic, the rain, the dull ache in her temples. But nothing compared to what she felt now. The house stood silent, its windows like vacant eyes.

Her brother, Ben, was already inside, bustling around, assessing the structural integrity. She couldn't bring herself to join him. She walked into the backyard, to the old oak tree her grandmother loved. She ran her hand over the rough bark, and memories came flooding back.

She knew she should be strong. She knew she should be practical. But all she felt was the ache of a lost connection, the ghost of a missed moment. Her shoulders slumped; she couldn't look up.

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