Toxic positivity

Toxic positivity refers to the excessive promotion of optimistic or uplifting framing that dismisses, minimises, or erases negative emotions, suffering, and genuine hardship. In disability contexts, toxic positivity manifests when portrayals of disabled people focus exclusively on resilience, inspiration, and triumph over adversity, implying that a positive attitude is the appropriate—or only—response to disability-related challenges. This erases the structural, medical, and emotional realities of living with a disability and can leave individuals feeling invalidated or abnormal for experiencing distress. In AI systems, toxic positivity can arise from debiasing efforts that overcorrect away from negative representations, producing unrealistically optimistic content that superficially appears inclusive but actually perpetuates a narrow, idealised narrative. It differs from inspiration porn in that it may apply broadly rather than specifically framing disabled people as motivational objects for non-disabled audiences.