Although research on teacher educators’ identities has received increasing attention in recent years, non-higher-education-based teacher educators’ professional identities are still under-researched. Informed by the third space theory perspective, this paper presents a study that investigated 139 non-higher-education-based English as a foreign language (EFL) teacher educators’ identities through the lens of metaphors. An analysis of the metaphors revealed four types of identities, namely, the willing communicators, the discontented jack-of-all-trades and master of none, the struggling professional leaders, as well as the caring supporters. These terms capture the participants’ self-images and specify their obligations and responsibilities as teacher educators. The paper concludes with some implications for teacher educators’ preparation and continuing development.