The amygdala is a small, almond-shaped cluster of nuclei located deep within the temporal lobes of the brain, playing a crucial role in processing emotions such as fear, anxiety, and aggression. It is integral to the formation of emotional memories and is involved in various psychiatric disorders when its function is disrupted.