Denotation is the dictionary meaning so it leaves no doubt about what the author is trying to say .
connotation on the other had can make the word or statement have many meanings (ie) It is a scorching hot day and yuu look at you friend and say to him , it sure is a good thing it is raining today , and he gives you a crazy look and says yeah right it sure is.
I hope this helps you