Since I'm assuming you want the full and thoroughly creepy answer, it absolutely will. The thing is that they won't think anything of it. They'll either attribute it to some sort of accident or naturally-occurring incident, or they'll actually be able to see it but they'll insist that undead electrical bats have always been a problem in this building.