A tightness gripped his chest. John, the celebrated novelist, the man whose books filled bookstore shelves, wasn’t a writer at all. He worked as a data entry clerk. He felt a profound sense of… sadness. The weight of his own misjudgment settled on him.

He slammed his fist against his desk. The cheap wood offered little resistance. He had praised John's intelligence, his creativity, his ability to weave worlds. Now, the words felt like an insult to John's silence. He replayed their conversations, looking for the telltale signs he’d missed.

He felt a deep sense of compassion for John, for the loneliness of his secret. He could not stop imagining him stuck at his desk, and his shoulders slumped.

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