Context menu not working with Seven

I am no longer seeing the context menu for editing blocks for the Seven theme, although it seems fine with Bartik and other themes.

Steps to recreate the issue:

1. Use fresh installation of Drupal 8.6.9 with Standard Installation Profile
2. Add a custom block with title/text
3. Place block in any seven region
4. Hover mouse anywhere in section