Brown sugar is given its flavor by coating crystals of sucrose with molasses. Light brown sugar has more delicate flavor, whereas dark brown sugar has a more intense flavor.
Sadly, you can't. The sugar, being hygroscopic, has done what
sugar does and absorbed water from the atmosphere. There's no way
to get that water out without destroying the almonds.