He found the lilies on his doorstep when he came home from the office. He hated lilies. He kicked at them with his foot, then recoiled at the gesture. The act of cruelty felt pointless. He collected the flowers and brought them inside, placing them on the kitchen table.

He'd made a mess of things, a huge one. The magnitude of his mistakes weighed on him. The apartment felt like a tomb, the silence almost tangible. He wanted to scream.

He poured himself a glass of whiskey, the amber liquid glinting in the dim light. He sat at the table, staring at the lilies. He didn't deserve them, he thought, and he knew he didn't. He hated how he felt.

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