Cursor color in "Emacs state" not persistent

Hi, I found that being able to set cursor color in different state is really useful, so I have the following to set my cursor color in emacs state: (setq evil-emacs-state-cursor '("red" box)) and it works, however, after I pressed "C-h k <key>" in emacs state the cursor color went back to black. Thanks, York