The applause felt distant, muffled. She forced a smile, but it felt wooden, unnatural. The audience was captivated by Michael's presentation. His data, his analysis, his conclusions… all were identical to hers.

She felt a hollowness spreading through her. She'd invested everything in this project, sacrificing everything. Now, she was irrelevant. A shadow.

She felt a pressure behind her eyes, the familiar sting of impending tears. She wanted to break away, to vanish from the crowded room. She took a deep breath, trying to regain control.

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