He’d known, of course, the second the department head had called him. Leo's stomach clenched, and he felt a cold dread spread through him. Dr. Chen, his advisor, the only person who’d truly believed in his potential, was packing his bags.

He sat in the library, the sterile air heavy with the scent of old paper and suppressed sighs. The book he'd been pretending to read remained unopened in front of him. Each sentence he tried to read turned into a jumbled mess of symbols, his thoughts racing away from him.

He skipped dinner that night, unable to face the communal table in the graduate student apartments. He just wanted to be left alone, which was what made the news that much worse.

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