[kenferry]

> it’s not obvious to me at all that the same direction as the (negative) gradient leads to the largest decrease in the value of the function f(x)

What am I missing here? This is straight up the definition of the gradient.

[chestervonwinch]

The gradient is defined as a limit. That it points to the direction of greatest increase is a consequence of the definition, not the definition itself.