Heard the expression from High School Musical. Troy and Gabriella met in a New Year's party, and in serendipity, compelled to sing together in front of everybody there.
In school, when they were talking about what happened, Troy was whispering not wanting that his friends would know what he did. Then Gabriella quoted, "Is it too much for them to handle?"