Possible Clues:

• Humor shared by a select few ... and by this puzzle's circles
• Something that few people get
• A newbie wouldn’t get it, though the theme answers do
• It won't click beyond a circle
• Humor not meant for everyone... or, what you'll find hidden in the answers to 17-, 25-, 38-, and 54-Across?
• *Humor among friends