The manuscript lay open on the kitchen table, a stark white canvas against the worn wood. Amelia stared at it, the blood draining from her face. Her own name, "Amelia," was underlined in red ink next to a passage describing a woman who was, frankly, a bit of a mess. Her partner, David, had always seemed so content, so easygoing. Now, she realized he’d been quietly observing, cataloging her quirks, the way she chewed her lip when she was thinking, the way she left her coffee mugs everywhere. She felt a deep, heavy ache in her chest.

David walked in, whistling a jaunty tune, a grocery bag slung over his shoulder. He saw her, the manuscript, the devastation in her eyes. His smile faltered. He opened his mouth to say something, but the words seemed to catch in his throat.

"I...I need some air," Amelia mumbled, backing away from the table. She stumbled out the door, the cool evening air a stark contrast to the sudden heat that had flushed her cheeks. The gravel crunched under her feet as she walked, each step heavy with a newfound sense of vulnerability.

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