Dogs often confuse love and food. Dogs are said to be a man's best friend, cats would disagree.
Basically dogs are pack animals, and they will ingratiate themselves with the leader of the pack
in order to get food. Humans confuse a dog's need for food as a sign of faithfulness and love.
