The news had hit Emily with the force of a physical blow. She sat in her car, parked on a lonely country road, the DNA results crumpled in her fist. The rolling hills, usually a source of peace, now seemed to mock her with their serene beauty. Her vision blurred, and a sob caught in her throat.

She thought of the years she had spent with her adoptive family, the shared laughter, the quiet evenings. How could she face them now? The thought was unbearable.

She rested her forehead against the steering wheel, the cool metal a small comfort in the rising tide of pain. The weight of her secret felt crushing.

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