He kicked a small pebble across the vast, empty living room, the sound echoing in the stillness. The house felt like a monument to a life he didn't recognize. The polished hardwood floors gleamed, reflecting the emptiness within. He felt an ache he couldn't name.

He’d been examining the baseboards near the fireplace, and his fingers brushed against a small, loose panel. He pulled it open, revealing a hidden room behind the stone. He stepped inside, and the door clicked shut. The darkness consumed him, and he sank down to the cold floor.

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