Sperm would need to get INTO her vagina, not just near it. It isn't going to get through 4 layers of clothing and then into her vagina.
Also, precum is considered NOT to contain sperm unless you have recently, as in since the last time you urinated, ejaculated.
She can just be late.
Hope it helps.