Your document is in CMYK mode by default.
You can change it to RGB mode but beware: there is no such thing as
... ACTUALLY R:255 G:0 B:0 (a pure red)?
-- only on your monitor. It will almost certainly look different on another monitor, and if you are going to print this, you should not use RGB color at all.