He stared at the photographs, his jaw clenched. The man he knew as a devoted grandfather, the man who always made the best apple pie and told the most comforting stories, was looking with a tenderness and longing that ripped at Leo’s heart. He was looking at someone other than his grandmother.

He found himself sitting down abruptly, his legs suddenly weak. He felt a deep, visceral pain, as if something inside him had fractured. The warm sunlight streaming through the window did little to alleviate the chill that had settled in his bones.

He didn't know how to process this new reality. All of the things he believed in were a lie.

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