The air in the art studio was thick with the scent of turpentine and regret. Fiona stared at the manuscript, its pages filled with observations about her. Her partner, Ben, had always been so supportive, so encouraging. Now, she felt a profound sense of betrayal.

The lump in her throat prevented her from even speaking. She could feel the tightening in her chest, the weight of a sudden sorrow.

Ben entered the studio, his face drawn. He saw the book, the open page. His usual vibrant energy was gone, replaced by a deep quiet. He just stood there, his shoulders slumped, unable to meet her gaze. The silence was complete, deafening.

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