Forgot to follow up last week, but following up now for posterity. Thanks to Mike for talking me through an answer.
The problem turned out to be the diameter. My bar was 12" long and 3/4" diameter turning down to 1/2", so after adding a steady rest in the middle, the taper effectively disappeared.