The attic was a mausoleum of memories. Sarah navigated the cluttered space with a cautious grace, her fingers brushing against forgotten treasures. She clutched the letter, its yellowed paper whispering tales of ambition and defeat. Her mother, a woman who always smiled, had always seemed so content.

Now, as Sarah read her mother's carefully crafted words, she discovered a different woman. A woman with aspirations, a woman who had fought for recognition in a world that wasn't ready to give it. A wave of nausea swept over her. She felt sick, knowing her mother’s dreams had been crushed. She had been too preoccupied with her own life, too blind to the shadows her mother had lived in. The letter slipped from her grasp and fluttered to the floor.

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