The digital clock on the bedside table blinked accusingly, 3:00 AM. Liam stared at the laptop screen, the novel-in-progress displayed before him. He had found it accidentally, a password-protected file. The protagonist, a woman with his partner's name, possessed his own features. The story was familiar, too familiar, yet it wasn’t his story.

A knot formed in his throat. He felt the sting of tears, unwanted. He hadn’t been a good partner. He knew it now, with a clarity that stung.

His partner, Alex, stirred beside him. He opened his eyes, saw the laptop, the screen's glow illuminating Liam’s stricken face. He sat up, the silence between them hanging thick in the stale air. Alex reached out a hand, but Liam flinched, retreating further into the covers.

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