The dusty sunroom, once his father's sanctuary, now felt like a prison to Liam. He sat hunched in his father's favorite armchair, the bucket list lying open on his lap. "Build a treehouse for the grandkids. Learn to speak French. See a baseball game at every stadium." He swallowed hard.

Liam had always been distant from his father, never quite understanding his quiet passions. He'd dismissed his father's hobbies as trivial, prioritizing his own ambition. Now, his father's quiet voice played in his head, a constant whisper of what could have been.

He picked up a worn baseball cap from the table, a cap his father wore every single game. The fabric smelled faintly of sweat and stale popcorn, and suddenly, Liam felt the sting of loss more powerfully than he ever had. His father would never see his grandchildren, or watch those games.

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