The fluorescent lights in the elevator hummed, a relentless drone that amplified the silence. Mark’s shoulders slumped, his gaze fixed on the scuffed metal floor. He ran a hand through his already disheveled hair, the gesture more of a self-soothing action than an attempt at grooming. He hadn’t spoken since the lights flickered and died, trapping him and Sarah. He’d messed up the Johnson account, a blunder that could cost the company a fortune.

Sarah had tried to make small talk, asking about his family, but he'd just mumbled in response. His stomach churned with a mixture of anxiety and something akin to shame. He could feel the heat creeping up his neck.

He finally looked up, meeting Sarah’s eyes. Her expression was neutral, but he knew she'd seen him at his worst. He swallowed hard. “Are you…are you alright?” he managed, his voice barely a whisper.

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