Why VGG16 (fine tunned for binary classification problem) model produce very high or very low confidence in its last layer?

Question

I have fine tunned vgg16 on my binary classification dataset, by retraining its last four layers. The dataset is consist of almost 6000 images, which are almost balanced. Wh