steal (one's) heart
To captivate one; to instill in one a deep affection or love. You stole my heart the moment I met you. The young actress has stolen the nation's heart.
steal somebody’s ˈheart
(literary) make somebody fall in love with you: As he became more well known, his good looks and charm stole young girls’ hearts all across the country.