"Cup of tea" is also used as an expression
to describe a personal preference such as an activity
that one particularly likes/dislikes (in which case "not my cup of tea" is naturally more appropriate
) engaging in.
An example:"Playing golf is not my cup of tea so I'll spend the afternoon painting an infinitely long grey line on an infintely long canvas but I'll join you for a drink later."