VSCode added a way to do this now.
You can edit your settings.json (ctrl+shift+p) and then add the following for the desired effect:
"html.format.wrapAttributes": "force-aligned"
–or–
"html.format.wrapAttributes": "force"
force-aligned will also add indents to align it with the attribute on the line where tag was opened.
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