I bet that what he want to confess to the blonde girl is that he love the fortune teller gal… but Japanese being Japanese, and fully based on context… he left that part out, considering it’s not important, just after confessing his love of her. BUT that do leave space to misinterpret. XD
(I am 100% wrong, but let me dream)