long bonds are more sensitive to rate declines than short (aka it increases in value more and vice versa) therefore, long bonds will go up more than short bonds go down.
I agree. Barbell produces capital gains on their long term bonds due to lower interest rates and reduces reinvestment risk on the short term bonds due to increase in short term rates