It sounds like you have your working pressure on your regulator too high.
Here's how I adjust my regulator when I've lost my setting (refill or something).
1) Completely remove black knob (working pressure adjustment). Regulator should be completely off.
2) Completely open needle valve.
3) Slowly increase the working pressure until you see bubbles coming out. Fortunately reactors work on low pressures, so we can stop there.
4) Slowly close needle valve until you reach your desired bps.
If you don't think you have enough bps with your needle valve all the way open, you can increase your working pressure. A little bit goes a long way.
I generally try to get my bps as close as I can using just the working pressure adjustment, and then fine tune it with the needle valve. YMMV.