He found himself avoiding Sarah in the hallways. The news had sucker-punched him – Sarah, fresh out of college, was making more than he was, after ten years of dedicated service. His carefully curated sense of accomplishment crumbled.

He shuffled through the stack of invoices, his shoulders slumped. The numbers swam before his vision. He used to be proud of his expertise, the way he could navigate the convoluted payment systems. Now, it felt like a wasted talent.

He went to the window and stared at the city skyline. It looked so far away. He ran a hand over his tired face.

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