The seawater on the surface in the eastern Pacific is much colder, and cools off with depth much faster. On the west side, there is an enormous blob of warm water that is right on the surface and also extends hundreds of meters down.
The surface of the sea is irregular all across the Pacific, but there is a broad mound on the western side.
The trade winds blow most of the time in the tropics, and start the Equatorial Currents moving just north and south of the equator. These currents push water from east to west across the Pacific. The land masses on the west side of the sea (Indonesia, the Philippines, New Guinea, etc.) block the currents, and water piles up into a low mound against the land.
Seawater in the Equatorial Currents is heated by intense sunlight during the journey across the Pacific, and so is quite warm by the time it reaches the west side. In the east, cold water is flowing toward the equator in the Eastern Boundary Currents, so sea surface temperatures are much cooler on that side of the Pacific.