The notification is designed to only appear in the "active" device. So if you're using your phone, the notification appears there. If your phone is locked, the notification goes to the watch. I find the mac notification a bit weird in this aspect, but the ones between iphone and apple watch will work as you describe.
More info here: https://support.apple.com/en-us/HT204791
I'm a mechanical watch enthusiast and have a modest collection, but I've been mainly wearing my Apple watch after I got my first one. Love getting notifications and using Apple Pay with the Apple Watch. Now I only wear mechanical watches when I'm attending a more formal event or I know I'm going to meet other watch enthusiasts.