*Not a Teacher*
Actually, a fare number of adjectives don't drop an -e when they become adverbs. Routinely, sanely, squarely, barely, loosely, innately, grotesquely, inanely, and lamely just to name a few. I'd consider adverbs like "truly" to be more the exception than the rule in this regard.
Student or Learner