Rain lashed against the window, mirroring the tempest inside Daniel. He slumped on the sofa, the bucket list clutched in his hand. “Climb Mount Kilimanjaro,” it read in his father’s bold handwriting. He’d found it tucked inside a well-worn hiking boot. His father, the man who had always craved adventure, now only existed in a handful of faded photographs.

Daniel squeezed the paper until the edges crinkled. He hadn't bothered to call him for weeks leading up to the accident, too caught up in his own petty problems. He should have at least said the words ‘I love you’ one last time.

He felt the metallic taste of regret rise in his throat. His father had wanted so much, and Daniel had been too preoccupied to care. He closed his eyes, picturing the summit of Kilimanjaro, a place he knew his father had dreamt of conquering. A place he would never reach.

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