UserAgent: Mozilla/5.0 (X11; CrOS x86_64 11151.59.0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/71.0.3578.94 Safari/537.36
Platform: 11151.59.0 (Official Build) beta-channel nocturne

Example URL:
https://emojipedia.org/smiling-face-with-smiling-eyes-and-three-hearts/

Steps to reproduce the problem:
1. Receive message with "🥰" sent by iPhone or Android Pie device or go to page with "🥰" in it.
2. Emoji renders as missing glyph box.

What is the expected behavior?
The emoji should display, as it does in Android Pie.

What went wrong?
The emoji renders as a broken glyph box.

Does it occur on multiple sites: Yes

Is it a problem with a plugin? No 

Did this work before? N/A 

Does this work in other browsers? N/A

Chrome version: 71.0.3578.94  Channel: beta
OS Version: 11151.59.0
Flash Version: 

This also doesn't work from Android apps in Chrome OS, and the emoji pop-up keyboard also doesn't show the new emoji added in Android Pie.

At a minimum, the installed fonts need to be updated to have the new fonts in Pie which have the newer emoji glyphs.

Clicking through on individual glyphs on https://emojipedia.org/google/android-9.0/new/ also shows the broken glyph boxes.