The dust motes danced in the late afternoon sunbeams slicing through the grimy windows of Mr. Olsen’s classroom. He stared at the empty desks, each one a stark reminder of his failings. Another year was ending. Another class to prepare.

His shoulders slumped. He had spent so much time consumed by paperwork, by deadlines, that he'd forgotten the children. He felt a deep, abiding ache.

A knock echoed through the room. A young woman stood in the doorway, holding a stack of homemade cookies. She beamed, her eyes sparkling. “Remember me, Mr. Olsen?”

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