Rain lashed against the windows of the student union, mirroring the storm brewing inside Elias. He slumped in a worn armchair, the damp chill seeping through his threadbare sweater. The official email, a curt announcement of the university's impending closure, lay crumpled on the small table before him. He kept re-reading it, each word a fresh wound.

He hadn't touched his half-eaten sandwich in an hour. His stomach churned, a dull ache matching the hollowness in his chest. A few other students milled about, their faces etched with the same bleakness. He watched them, a heavy weight pressing down on him.

He should be out there, protesting, trying to rally others. But his legs felt leaden, his voice caught in his throat. He just wanted the world to stop.

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