Try Mesen or PuNES for NES if you get the results you want switch emulators
for N64 try Mupen stand alone and see how it behaves when switching PCs also.
for ePSXe don't you have to install it and configure it maybe since the other PC doesn't have it installed it doesn't work?
for PSX you can try Mednafen stand alone as an alternative.