He stared at the tarnished silver locket, the engraving of his mother’s initials barely visible. The auctioneer’s words, a cold recital of its monetary value, echoed in his ears. His stomach churned. It felt like a betrayal.

He wanted to scream, to grab the microphone and yell at them all to stop. He wanted to run, but his feet were planted in place, rooted to the polished floor.

The room seemed to spin. The sunlight streaming through the windows momentarily blinded him. He blinked, focusing on the glint of the locket’s surface, a faint reminder of her touch.

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