What I ended up having to do was actually:

SqlConnection.ClearAllPools();

Then assign a SqlCommand to drop the table like I was originally doing:

string sqlConn = ""; // your SQL Connection String...

Well, normally "DROP DATABASE" will also delete the physical files. In my case, I drop all tables first (which succeeds), then try to drop the database (which doesn't).

The variation...