The realtor’s voice, crisp and businesslike, grated on her nerves. “Of course, the property is prime real estate. Great location, ideal for… well, you know.” Sarah remained silent, her gaze fixed on the peeling wallpaper in the hallway.

A tightness gripped her chest. It was as though a vise was slowly tightening its grip. She remembered the scratch marks on the kitchen table where she and her brother used to draw. The scent of her grandmother's cinnamon rolls still seemed to linger in the air.

She nodded faintly at the realtor's final pronouncements. She couldn't meet his eyes. The house, her haven, was about to be obliterated, and there was nothing she could do to stop it.

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