In the field of SLA, there have been various attempts to define second language learning motivation and to discover relationships between motivation and gender. Using two well-known motivational models: Expectancy-value theory, and Gardner’s Socio-educational model, the present study sought to (1) first define foreign language learning motivation in a particular EFL setting and (2) then explore differences in motivational sub-constructs based on the variable of gender. A previously tested motivational scale was administered to 453 second-year non-English majors. Factor analysis of the results revealed a multidimensional construct comprised of Integrativeness, Intrinsic value, Amotivation, and Attainment value, together explaining 54.4% of the variance. A MANOVA was then performed with gender as the independent variable. The results of the MANOVA indicated a significant difference in Integrativeness based on gender, with females scoring significantly higher on those items. The results are discussed in relation to both the Socio-educational model and Expectancy-value theory, and with reference to their relevance in the EFL classroom.