The realtor’s voice droned on, outlining the property’s potential. But Maya couldn't focus. The house felt like a tomb, each room echoing with the absence of her grandmother’s laughter.

She walked through the kitchen. The kitchen where her grandmother had taught her to bake. She’d been too busy, too preoccupied with her own life, to appreciate those lessons.

She picked up a dusty cookbook, its pages filled with handwritten notes. She should have asked more questions. She should have learned more. He couldn't stop the hot tears that streamed down her 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