Did you know you can search for emoji on Mastodon? Just paste or type the emoji you want into the search box, and the results will be posts and profiles with that emoji in them.
This also works for filters, which let you filter posts with particular emoji instead of particular words.
(I didn't know this, but thanks to @ahimsa_pdx for pointing it out!)