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Win somebody’s heart
Emotionally Charged
This expression often implies deep feelings and is used in emotional or romantic contexts. 
Not Literal
It doesn't mean to physically win a heart, but to appeal to someone's emotions. 
Relationships Focus
Usually implies the start or deepening of a romantic relationship. 