Feedback is caused by the sound of the speaker causing the strings to vibrate. This generates a signal from the pickups, which goes back into the amp. Since the neck is relatively thin, and it usually has a big, flat, headstock on it, that part of the guitar is quite sensitive to the sound coming from the speakers.