At the time of the live performance of "The Emptiness Machine" on *The Tonight Show Starring Jimmy Fallon*, Linkin Park had recently released their album *One More Light* in 2017. This album marked a departure from their earlier nu-metal sound, incorporating a more pop-oriented approach that received mixed reviews from long-time fans and critics alike. The performance showcases the band's evolution, featuring more melodic elements while maintaining their signature electronic influences. A notable aspect of Linkin Park's career around this period was the sudden passing of lead vocalist Chester Bennington in July 2017, which profoundly impacted the band and their music community, leading to an ongoing dialogue about mental health and the band's legacy. This performance also reflects their resilience and ability to connect with audiences, even in the face of such a loss.