(L) stretched fiber network models exhibit large contractions in the transverse direction. This effect is accompanied by the buckling of thin fibers oriented transverse to the direction of loading. (R) Apparent Poisson’s ratio increases with stretch and decreasing collagen concentration. Concentrations of 1, 2, and 3 mg/mL were tested.