Yeah.
As mentioned above, but this is the strongest collinearity. Somehow, cb can be expressed as
cb = c1+c2*bs, where both c1 and c2 are constants. That also causes biased estiamtes for both intercept and bs.
I have simulated the cases like what you have shown:see my example
JingJu