The announcement on the school website had been a simple bullet point: “Welcome, Mrs. Thompson, to the second grade.” Sarah’s stomach had dropped at the name. The woman who’d made her life a misery in third grade was now teaching her daughter, Chloe. It wasn’t fair.

She stood in the kitchen, the scent of baking bread doing little to calm her. She’d always vowed to give Chloe the best, to make sure she was happy and secure. Now, it felt like she was failing before she'd even begun.

She replayed memories of Mrs. Thompson, her sharp voice, her clipped words, the way she always seemed to find fault. It was a suffocating feeling, knowing her daughter would experience the same judgments and expectations. She wanted to scream. She wanted to shield Chloe from everything. But she couldn't.

She gripped the counter, feeling defeated. Her shoulders slumped. How could she possibly have done better when this was her reality?

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