Like its predecessor, Love of Life was out of print for a long time and had not been reissued until December 2015. Six of the eleven songs appear on the Various Failures compilation, and a further four appear on the Forever Burned compilation. These two compilations therefore contain all the material on this release, except the Jarboe composition "She Cries (For Spider)", as well as tracks 1 and 9.

The cover art is a painting by Deryk Thomas. All of the untitled segues, listed as both "(—)" and "(---)", are credited to the band Beautiful People LTD, which is a one-off collaboration between Jarboe and then-Swans bass player Larry Seven.

Trouser Press wrote, "Not as stunning in its passion as the band's best work, Love of Life is still an often beautiful, haunting record."AllMusic wrote, "Love of Life unsurprisingly proves to be yet another Swans masterpiece."

All lyrics written by Michael Gira, except "She Cries (For Spider)", by Jarboe; all music composed by Gira and Jarboe, except all untitled tracks, by Jarboe and Larry Seven.

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