The empty coffee cup sat beside her on the desk, a silent testament to the sleepless night. Chloe looked at the online news article. *Her* research, under a different name, was making headlines. The injustice of it all tightened her chest, making it hard to breathe.

She felt a deep, overwhelming sense of being overlooked. Her contribution, her intelligence, her years of hard work... reduced to nothing. She felt a profound sense of isolation.

She walked away, needing to escape from the cold, hard reality of the situation. The world had gone silent.

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