It seems that some Apple Watch owners are experiencing problems with phantom screen touches being registered.
Apple reportedly investigating a ‘ghost touches’ issue on the newest Apple Watch models
Apple reportedly investigating a ‘ghost touches’ issue on the newest Apple Watch models