He stared at the photograph, the edges blurred with tears he refused to let fall. It was a picture of him and Leo, celebrating their graduation. Leo, who now remembered the project they did together differently, with a key detail omitted. He felt awful about it, and guilty.

He ran a hand over his face. The heat in his chest, a constant, uncomfortable companion. He had failed to remember correctly. Leo's anger, now, felt justified.

He closed his eyes, the memory of their laughter now a hollow echo in his mind.

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