The air in the library hung heavy with the scent of old paper and forgotten dreams. Sophie sat in her mother's favorite armchair, the draft letter trembling in her hands. Her mother, a woman of quiet strength, a woman who had always been there, now seemed a stranger.

Sophie’s heart ached as she read the letter. She had taken her mother’s support for granted, never realizing the toll her career had taken on her spirit. She had been selfish, blind to the sacrifices made on her behalf. Her head dropped, tears tracing paths down her cheeks, dampening the fragile paper. She couldn’t stop the flow.

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