First of all, "principle's" should be "Principal's".
The grammar book gave you the best advice. "Trying" is a gerund and acts as a noun. It is modified by the possessive adjective "Principal's". However, "try" can also be a noun. So it is not completely wrong, but it would tend to suggest a single effort, not a continuous one. It is not very natural here.