The song "That Woman" by Leela James & The Truth Band is a powerful anthem about self-worth, respect, and the consequences of mistreating someone. The lyrics convey a message of empowerment and assertiveness towards a person who has been treating the singer poorly. In the song, the singer suggests that the person may not have been taught how to properly treat others, perhaps by their parents. The singer then proceeds to educate the person on how they should be treated, emphasizing that they deserve respect and consideration. The chorus of the song reinforces the singer's stance, stating that she is not just any woman and will not tolerate being mistreated. The use of the word "bitch" is used to assert her strength and defiance, rather than as a derogatory term. The lyrics also indicate that the person has already received warnings and has reached their last chance before facing severe consequences. The singer warns that there will be consequences similar to a "murder out in these streets," implying that there will be a severe backlash for their actions. The bridge of the song addresses the interconnectedness of the singer's identity with other women who have been mistreated. By stating, "If you see me, you see her," the singer highlights that the mistreatment inflicted on her reflects the mistreatment that many women face. This reinforces the notion that the singer is not just an individual, but a representative of women who demand respect and equality. Overall, "That Woman" serves as a declaration of self-worth, empowerment, and a warning to those who would disregard or mistreat the singer. It conveys a message of strength and resilience, emphasizing the importance of treating others with respect.