He hadn't slept a wink. The photographs of the crime scene replayed behind his eyelids, a nightmarish slideshow. Liam walked through the house, a sense of profound unease settling on him. The police had been matter-of-fact. He couldn't be.

He opened the back door, needing air. The fresh, crisp scent of the early morning felt wrong, as if it was mocking him. He leaned against the frame and stared at the garden. He should plant something, something bright. But how could you grow something beautiful when all he could see was the earth's dark secrets?

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