Horrendously common problem with many, many failed solutions online. You don't need any new gems, no need to change settings.

Quite likely, you have all your feature files in the root folder.

It sounds ridiculous, but make a new folder, places the feature files in there (call it something generic like "tests").

Set a breakpoint, and try again. This should remedy it.