The brightly colored posters and children’s artwork on the classroom walls felt like a mocking reminder of her own childhood. Emily stood in the doorway, watching her son, Noah, settle in at his desk. It was Ms. Davies, the woman who'd once called her "scatterbrained," and "unfocused."

She felt a wave of nausea, the room spinning slightly. She wanted to yank Noah out, shield him from the woman's judgment. She couldn’t.

She thought of the way Ms. Davies had dismissed her ideas, the way she'd made her feel small. Now, her own precious son was subject to the same potentially crushing critiques. It felt like history repeating itself, a cruel twist of fate.

She forced a smile, waving to Noah, who looked up with a confused expression. She turned and walked away, the knot in her stomach tightening. She had failed to make things different.

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