To put all your feelings out on the line in an undignified or embarrassing manner. To reveal embarrassing secrets about your wants/hopes/dreams. To let your mask down.
You really like to spill your purse when you get drunk.
Mike spilled his purse out proposing to Donna, and she still turned him down.