hard spot
A persistent, nostalgic sexual feeling about a person you desired in the past. Like a "soft spot," but a horny one.
"I still can't stop thinking about seeing Phoebe Cates naked in Fast Times when I was a kid. I guess I've still got a hard spot for her."