夢中になる (to become engrossed/infatuated)

To become completely absorbed, engrossed, or infatuated. 夢中 ('in a dream') + になる ('to become'). Used for passionate absorption in anything — love, hobbies, games. すっかり夢中 = 'completely captivated.'