Luke has a troublesome curious streak and the tunnels are creepy but not inherently dangerous to him. He wants to solve the mystery! It'd remind him of the event where they were exploring in Egypt except without all the scary things; it is sort of his deal to go poking into places that might not want to be poked, even if it frightens him. That's what a gentleman does!