The sun was setting, casting long shadows across the living room. James held the manuscript, the pages filled with tales of his life, filtered through the eyes of his partner, Oliver. The version of himself presented was unflattering, to say the least.

He felt the hot flush of humiliation creep up his neck. He wanted to scream, to lash out, but the words wouldn't come.

Oliver entered the room, his face etched with worry. He saw James, saw the book. His shoulders slumped, and he stood frozen in place, a picture of defeat. He started to stammer, to formulate an explanation. James turned away, unable to bear it. He walked to the window, the image of Oliver’s face burned into his memory.

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