The email sat in the inbox, mocking him. "Admissions Weekly: Exemplary Essays for the Modern Applicant." He hadn't even finished his coffee. He scrolled down, heart hammering, until he saw it: his. The essay he'd poured his teenage soul into. Now, plastered online for all the world, and especially his classmates, to see. He slammed the laptop shut, the metallic clang echoing in the sterile silence of his dorm room. He felt the familiar weight in his chest, a dull ache that seemed to radiate through his very bones.

He shuffled to the window, the morning sun felt cold and unfriendly. His reflection stared back, a pale imitation of the confident young man who’d written those words. He ran a hand through his hair, mussing it further. He'd thought he was good; now he felt raw, exposed.

Later, he considered skipping class. Maybe he'd just hide. The thought, however, was worse. He sighed and began to get ready, the prospect of facing the day a heavy burden he must bear.

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