"Just breathe," Maya muttered, the words barely audible over the crackling airport intercom. Her hands trembled as she clutched the boarding pass, the flimsy piece of paper now feeling like a burden. The scholarship ceremony, the culmination of years of hard work, was happening without her.

She'd envisioned the scene a thousand times: the proud smile of her parents, the thrill of receiving the award. Now, she was stranded, her carefully constructed dreams dissolving into the vast expanse of the delay. She felt the tears welling up, and blinked them back, biting hard on her lip to keep them from falling.

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