I think I’d say ‘I kept silent’ as more common or ‘I kept quiet’, probably an even more common phrase. ‘Kept’ would be slightly more ‘active’ than remained I think.

But “remain” does some nice extra poetic work here; it foreshadows another usage of [narrator’s] “remains” - the corpse or ashes or whatever lifeless material is left after their death.