This paper is the first in a series devoted to constructing stochastic motions for the two-dimensional $N$-body delta-Bose gas for all integers $N\geq 3$ and establishing the associated Feynman-Kac-type formulas; see [12,13,14] for the remaining of the series. The main results of this paper establish the foundation by studying the stochastic one-$δ$ motions, which relate to the two-dimensional many-body delta-Bose gas by turning off all but one delta function, and we prove the central distributional properties and the SDEs. The proofs extend the method in [11] for the stochastic relative motions and develop and use analytical formulas of the probability distributions of the stochastic one-$δ$ motions.