The doorbell chimed, a cheerful sound that grated on David’s nerves. He peered through the peephole. It was a mail carrier. He opened the door reluctantly, taking the thick envelope. The printed lettering screamed ‘REUNION.’ He closed the door.

He sank onto the worn sofa, the unopened invitation clutched tightly in his fist. He pictured the triumphant smiles of some of his former peers. He knew they’d all “made it.” He hadn’t.

He hated this city. He hated his dead-end job. He hated the dust that seemed to coat everything. He buried his face in his hands, feeling the dampness of a single tear.

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