Why would you like something you hate? You just wouldn’t react with the post. In my opinion anyway.
To convey emotions better there is the reactions plugin which is enabled on meta.
To add on to what Moin said below. If its just a 
(no reactions) you have to press on the number of likes to show who has liked the post.