Pet stores are not the best source of information. Poor pigs are probably inbred greatly.
Hopefully she isn't pregnant again but good chance she is.
Please do not put the dad back in unless you neuter him
Breeding Guinea Pigs
The only infertile guinea pigs are neutered ones.