They were Light BrightTM pegs, not LEDs.
They were much bigger than "Lite-Brite", they were just designed after it.
But yeah, why would terrorists put big LEDs on their bombs? That wouldn't make any sense. Let's try and draw attention to our weapons! Woo!
I think the Boston police/whoever else totally over-reacted.