Look at the picture below then you can see the remove button is gray out so I can not remove it in a regular way. Any trick to remove it ?
You can't remove the services related to the Default Input Language.
In your example, that's what's going on.
Change the Default Input Language to something else, and you should then be able to remove the keyboard in question.