Labeled points in $\{0,1\}^n$ such that every linear separator requires exponential weights
Håstad gave an even better example in his paper On the Size of Weights for Threshold Gates, which requires super exponential weights.

A simple example which requires exponential weights is the function $\sum_i 2^i (x_i - y_i) \geq 0$ or variants.