Rain lashed against the windows of the hospital cafeteria, mirroring the downpour in Amelia’s chest. Another missed birthday. Another year where her body betrayed her. She poked listlessly at the congealing mashed potatoes, the metallic tang of the cutlery suddenly overwhelming. She hated these sterile environments, the smell of disinfectant clinging to everything like a shroud.

A man across from her, his face etched with a similar weariness, lifted his gaze. He had a bandage on his arm, a similar pale complexion. He took a deep breath, and his gaze lingered on her.

"Do you ever feel like you're fighting a losing battle?" he asked, his voice low, as he picked at his own untouched meal.

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