The song 'Tough Love' by Gracie Abrams talks about a person reflecting on a past relationship, realizing their worth, and choosing to leave behind a toxic partner. The lyrics depict a journey of self-discovery, empowerment, and prioritizing personal growth over staying in a harmful relationship, symbolized by the metaphor of leaving someone 'bleeding' for a better future.