The news had hit Marcus like a physical blow. He stood on the campus quad, the vibrant green of the grass suddenly muted, the laughter of students nearby grating on his ears. He gripped his phone tightly, the email confirmation of the closure burning a hole in his hand.

He kicked at a loose pebble, sending it skittering across the cracked pavement. He'd poured his heart, soul, and savings into this place. Now, it was all for naught. A bitter taste coated his tongue, a combination of disbelief and regret.

He wanted to scream, to lash out, but the words wouldn't come. He simply stood there, immobile, as the late afternoon sun cast long, melancholic shadows.

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