Change the lower-case “d” in your format to “D”, or “DD”.
moment.js defines “d” as the 0-indexed day of the week, where Sunday is “0”, and Saturday is “7”. “D” is the day of the month, so the the “8th” day of a month would be “8” with “D”, and “08” with “DD”.