The car keys felt heavy in his hand. Alex stood frozen in the driveway, watching his daughter, Chloe, walk away, her back straight and her new saffron robe flowing in the wind. She was off to her first Hare Krishna temple service. He felt an ache in his chest, a hollow void where his daughter's familiar presence used to reside.

He thought of all the times he’d tried to get her to come to the church services with him and his wife. He had failed, and now he was left with an absence. He let the keys fall from his grasp, the metallic clatter echoing in the quiet suburban street.

He sat in the driver's seat, the leather feeling cold and unforgiving against his skin. He rested his head against the steering wheel, his shoulders shaking slightly.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288