A romantic love, or infatuation, in which the object of the ambition declines to reciprocate the emotions, i.e., they don't love you back.

Examples:
Geordi was devastated to find that the real Leah Brahms didn't much fancy him in tng4x16 "Galaxy's Child".

References:
https://en.wikipedia.org/wiki/Unrequited_love