Can I get deposit back on a rental house I decided I don't want?

First, the house is in Indianapolis, Indiana. My aunt and I recently put $200 down to hold a rental house that we decided a few days later we didn't because the neighborhood didn't feel safe enough to us. We never signed a lease and we got a receipt when we gave the man the $200. Are we entitled to get the money back or not? Thank you.