The deadline loomed, and the project was falling apart. Sarah stared at the incomplete code on her screen, each line a testament to her failure. A wave of exhaustion crashed over her, making her muscles ache. She slumped further in her chair, feeling like she was being swallowed up by her own incompetence.

Then, Michael, from the accounting department, appeared beside her. "Everything okay?" he asked, his voice gentle.

Sarah simply sighed, unable to offer an explanation. She just feltโ€ฆ wrong.

"You ever go to Camp Whispering Pines?" Michael asked, a nostalgic smile touching his lips. "Man, that place was a whole other level of mess."

She raised her eyebrows in surprise. Whispering Pines? She'd spent a particularly rough summer there.

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
๐Ÿ˜ž0.382
๐Ÿ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288