Emoji are only officially supported here via the emoji shortcodes. The sCode reference has a paragraph explaining how it works. Unicode is not guaranteed to be supported at the moment, unfortunately.

Just to double-check that this is the root of the issue, can you confirm that these show up correctly for you: 🌟 🎶 💝