John sat on the edge of Liam's bed, the crumpled printout of the anonymous account clutched in his hand. The words, so carelessly typed, stung. They painted a picture of a son he didn't recognize: resentful, sarcastic, and… unhappy.

He felt a deep pang, a hollow echo in his chest. He’d thought he knew his son.

John rose, the chair groaning in protest. He went to the kitchen and made coffee. The steam from the mug blurred his vision. He needed to talk to his wife, to confess his discovery. The fear in his stomach threatened to overwhelm him.

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