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I recommend you refer to the following article, may be helpful to you.
How to Create an Emoji Keyboard Layout for Windows 10
Of course, if you don't use hotkeys to insert emojo, the following actions can also be done to:
Note: You can also disable the icon using the same method.
Hope the above information can help you.
For those who are reading, I end up re-enabling Win+x key hotkeys in gpedit.msc in the end. – VarunAgw – 2019-11-01T17:03:53.247