Does the seller of a home get keep my earnest money if I don’t follow through on a contract to purchase a home?

Sometimes yes, sometimes no. It depends on whether or not the seller has sold the home to another buyer at a greater profit, whether or not the provision was punitive in nature, and whether the earnest money was in some way related to actual damages.