The aroma of stale coffee did nothing to soothe Ms. Chen's nerves. Another parent complaint, another meeting she didn't want to attend. Her hands were trembling. Her voice, when she spoke, sounded thin and reedy.

She thought of the young boy who'd sat in the back of her class, always drawing. She'd told him to pay attention, to stop daydreaming. She had squashed his creativity, she realized, and now he was gone. He'd dropped out of school.

The door creaked open, revealing a young man carrying a vibrant painting. It was a landscape, full of color and life, signed with a familiar name. He was beaming at her.

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