The phone rang, jolting Sarah from her stupor. It was her mother, excitedly congratulating her on the award. “So proud!” her mother had said. Sarah knew what she had to do. With her fingers trembling, she had to act like she’d authored the article. She put on a brave face, but the words felt like ashes in her mouth.

The award ceremony was tomorrow. She felt a knot in her stomach, a constant unease that tightened with each passing hour. The bright lights, the congratulations, the public recognition… all for someone else. She felt a profound sense of isolation.

She looked at her reflection, seeing a stranger staring back. The impostor. The fraud. She could not sleep that night.

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