The email from her mother had been the first clue. Then came the phone calls, the texts, all filled with thinly veiled concern. Now, scrolling through the comments section, she understood. Her diary, a repository of teenage drama and heartbreak, had been unearthed and published. She felt a wave of shame wash over her, a hot flush that started in her neck and crept up her face. She felt an urge to disappear, to vanish into the anonymity of the internet itself. She sat there, numb, the screen reflecting her own devastated expression.

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