A wave of heat crashed over Jessica as she received the email. Her hands began to shake uncontrollably. She dropped her phone; the screen shattered. She barely noticed.

The accusation felt personal, like a direct attack. Her carefully constructed world began to crumble around her. The familiar surroundings of her room suddenly felt alien.

She paced back and forth, her mind a whirlwind of anxiety and regret. She felt utterly alone. She wanted to run, to hide from the judgment. She was completely adrift.

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