Feedback without attached guitar probably is caused by a microphonic tube.
Try to hit the tubes slightly with a pen while the amp is running. If one is making a strange noise, it might be a microfonic one. It could be a preamp or a poweramp tube.

Also it could be the reverb tank causing the problem - but I don't know how to check this.

Good luck - this is an excellent amp!: