Visualization of attention weights from the first encoder block on sample light curves from the Alcock dataset. Each of the first eight plots shows the average attention from one head (colored bar, top), with the final plot showing the mean across all heads. The light curves are folded by their period for clarity. The model consistently focuses attention on points of maximum and minimum brightness.