“Cake” is a metaphorically sweet song about Melanie standing up to a toxic sexual relationship lacking a specific ingredient–love. The track was one of the three featured tracks from the deluxe version of Cry Baby.

Melanie often uses sweets and baked goods as metaphors in her music. Similar themes appear in other works such as “Strawberry Shortcake” and “Gingerbread Man”.