Take A Fancy To

Be attracted to someone or something. Also 'take a liking to' or 'take a shine to'.

Examples:

• They took a fancy to spicy foods after their Mexican vacation.

Origin: First recorded 1541

Synonyms: take a liking to, take a shine to