Ill take a crack at it.
I think its based on having a zonal flow vs an amped up flow. Zonal flows don't generate as much precip and latent heat across the gulf coast states, so they don't build heights off the east coast, hence not as much time to trend north.
A couple other issues I can think of that cause south trends.
1. Northern stream kickers, which cause troffs forming in the ms valley to become positively tilted and swept offshore before they can develop.
2. Energy cuts off over the southwest US or Baja instead of ejecting with the troff in the rockies. This happened a few times in 2022. The result is either no storm or one that doesn't organize until way too late.
3. The retrograding ridge from January 2021. That was a unique one.