He ran a hand through his hair, leaving it even messier than usual. The news had landed like a physical blow. Sarah, the renowned architect, the one who designed skyscrapers, actually worked at a small retail shop, assembling furniture. His stomach twisted into knots.

β€œJust… why?” The question, barely a whisper, hung in the air of his sparsely furnished apartment. He replayed their conversation in his head, a constant loop of his praise and her fabricated responses.

He went through the motions of making dinner, but the food tasted like ashes. The knowledge felt like a weight, heavy and suffocating. He understood now why she always seemed so hesitant when describing her job.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288