This sounds more like a fundamental misunderstanding of color spaces (and gamuts) than anything.
This is why CIELAB was used, because like the linked HSLuv color space, you can increase brightness across hues with the same perceived brightness shift.
The fact that CIELAB can covert to RGB values outside the usual range is fine, e.g. negative values are fine in wide RGB color space.