The elevator doors opened, and Emily saw David, the new hire, chatting animatedly with their supervisor. They both laughed. Her stomach churned. It felt like a physical blow.

She forced a smile, but it felt brittle, like thin ice. David, fresh-faced and eager, radiated a confidence she hadn’t felt in years. He’d barely been here a month. She had poured her heart into this job for six.

At her desk, she let her head fall onto her arms. The papers beneath her felt damp, clammy. The weight of it all was crushing.

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