"Little prior work has addressed androcentrism in mental imagery rather than in language." Nice use of reverse correlation. Reading now with interest!

I don't understand your comment at the beginning of Study 2; "Due to the lack of cross-cultural differences in Study 1." All cultural contexts showed a female face-labelling bias, and you report differences in the strength of that bias cross-culturally! I must be missing something obvious...?