Loid Forger is the undercover spy protagonist of Spy x Family, Tatsuya Endo's manga adapted into a hit anime in 2022. The exaggerated 'oh my gah' pronunciation itself comes from a wider internet meme poking fun at dramatic readings of 'oh my god.' While the exact scene behind this upload is not verified, one-second outbursts like it thrive as anime reaction sounds on soundboards and in TikTok edits, where creators pair them with other shocked exclamations to punctuate plot twists and fails.