What is the essence of cuteness and is it necessarily pejorative?

so cuteness. it's got many meanings, meaning something can be loved, adored, admired in a non-ual fashion. however, cute can also be used to describe females. if a female is described as cute, her entity, personality, fashion sense, etc., what does that mean? is it necessarily a bad thing? is it a turn off for a girl to be cute?