It would certainly remain connected to wifi although you are not using any apps which requires it. The wifi would consistently poll for connection status and that would drain battery power but not as fast as if you are actively using wifi.
I do notice that when the iPod Touch goes into sleep mode, the wifi would turn off after a while (not sure exactly how long before it does that) and I would need to refresh the wifi connection to get connected.