Eliza stared at the scattered pages, her hands trembling. Her roommate, Jess, had taken apart her sketchbook, the one that held all her hopes and dreams, and carelessly left it on the floor. Everything, all the sketches, all the notes, all her innermost aspirations, were now available for scrutiny.

Her throat constricted. She struggled to breathe. The air in the room seemed to have become thick and unyielding. The room had once held a feeling of peace; now, the atmosphere was suffocating.

She felt footsteps in the hallway. The door opened and Jess stood there, shoulders slumped, looking like she’d been crying.

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