Is there a way to get this done?
Yes, but you probably don't want to do this. You can enable Trace Flag 1807 to get SQL Server to use a UNC path for its data and log files. However, from that documentation:
Microsoft generally recommends that you use a Storage Area Network (SAN) or locally attached disk for the storage of your Microsoft SQL Server database files because this configuration optimizes SQL Server performance and reliability.
(Although the linked documentation indicates that SQL 2016 should allow this by default, so you'll need to elaborate on "it appears that SQL Server doesn't allow it".)
Is there a significant performance hit?
It depends on your hardware. It depends on where the "local" storage is -- spinning disks inside the ESXi host, or on a SAN, or somewhere else. And it depends on the storage that underlies the network share you are considering using. They might end up begin the same hardware, in which case the performance differences might come down to a bit of VMware overhead. Microsoft goes into some detail about performance considerations in the document linked to above.
Is there a better approach?
Yes
The transaction log files themselves (typically *.ldf) aren't what you want to use to restore from a disaster. Having them local to the server is appropriate. And putting them on a separate drive from the data files (typically *.mdf), as you have done, is a good thing.
When you have a disaster and need to restore from a backup, you restore from a Full backup, then possibly from some Differential backups, and then possibly from some Transaction Log backups. Thus, you should be writing your backups to a location away from your server. Or at the very minimum, if you must write them locally, have a process that immediately copies them elsewhere. As you've found, many types of failure cause all local data to be unusable.
There are many tutorials out there about how to establish a proper backup mechanism. Brent Ozar Unlimited has several good ones.