You're an absolute saint for helping that dog. However, the situation may be more complex than you think. What if the owner had someone that stops over periodically to check on the dog and somehow the dog got free when he was let out to go potty, and ran. The dog sitter couldn't find it, and is now worried.
You should probably call animal control to see if someone reported it missing.