Where are custom website themes located in the code base

I have clicked custom as yes while while creating a new website theme. According to my knowledge that means that there will be code files generated in the app’s database for it.

Am I wrong?

If correct, I am unable to find that theme’s files in the code base (neither in my custom app nor frappe directory)

Screenshot included of my website theme settings and relevant directory of ichat.