With drush en it works!
[profile_test]$ drush en feature_basic_page -y
The following extensions will be enabled: feature_basic_page
Do you really want to continue? (y/n): y
feature_basic_page was enabled successfully. [ok]
EDIT: there is a way better solution now, see: How do I remove a configuration object from the active configuration?