He sat on the curb, head bowed, watching the vibrant campus life swirl around him. The notification had arrived just this morning. A misplaced decimal point. Funds allocated to another student. He ran a hand through his already dishevelled hair. The scholarship covered his tuition. Now, he would have to drop out. The future he'd so carefully constructed, building brick by brick, seemed to dissolve with each passing car. He hadn't told his parents yet. The thought of their disappointment squeezed his throat. A bitter taste coated his mouth.

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