The tangent space at a point on a differentiable manifold is a vector space that intuitively represents the set of possible directions in which one can tangentially pass through that point. It is a fundamental concept in differential geometry, providing a linear approximation of the manifold near the point and serving as the domain for tangent vectors and differential forms.