Here's why:
* "Forgive" is already a complete verb. It doesn't need to be modified by adding suffixes to change its meaning or grammatical function.
* We can use prefixes to create related words: For example, "unforgiveable" is a common word that means "impossible to forgive".
Let me know if you have any other words you'd like to explore!