Figure 1 shows there are two principal components for gender in ELMo, in contrast to GloVe which only has one<cite> (Bolukbasi et al., 2016)</cite> . The two principal components in ELMo seem to represent the gender from the contextual information (Contextual Gender) as well as the gender embedded in the word itself (Occupational Gender).