That doesn't happen to me.
When I creat 960px wide document, insert 2 guides, then resize canvas to 1200px wide (uncheck relative, center spot position), the canvas expands on both sides, the guides remain in center.
What version of Photoshop are you on?
Try unlocking your Guides. View> and uncheck Lock Guides.
Perfect! That was the problem. Thanks v. much.