Changing our relation to the environment in a democratic way implies questioning models and methods of socioecological relations—including work relations. This article critically discusses the notion of a “just transition” toward democratic sustainability as developed at the intersection between climate justice and labor politics. We invite an expansion of ideas of socioenvironmental and labor justice based on Jacques Rancière’s “method of (in)equality,” which problematizes justice theories and the politics of identitarian-group recognition. Our argument is that since both ecological and social crises are produced via inequalities a just transition can be a transition out of the logic of unequal relations—rather than just out of fossil fuels. We posit that socioecological justice in political action can be based on the assumption of equality, the “scandalous” democratic principle according to which political agency belongs to subjects without them having to prove any particular subjectivity worthy of recognition. We thus invite connecting sustainability discourses with a critique of the processes through which subjects become subaltern in the first place, being ascribed unequal positions mostly via violent means such as dispossession and subordination.