Meaning is the symbolic value of something.
A synonym is (context|semantics)with respect to a given word or phrase a word or phrase with a meaning that is the same as the given word
Example
Meaning
Pleasant – happy
Synonym
Pleasant – joyful, cheerful, cheeky, contented…