Abstract.A current-carrying resonant nanoscale device, simulated by non-adiabatic molecular dynamics, exhibits sharp activation of non-conservative current-induced forces with bias. The result, above the critical bias, is generalized rotational atomic motion with a large gain in kinetic energy. The activation exploits sharp features in the electronic structure, and constitutes, in effect, an ignition key for atomic-scale motors. A controlling factor for the effect is the non-equilibrium dynamical response matrix for small-amplitude atomic motion under current. This matrix can be found from the steady-state electronic structure by a simpler static calculation, providing a way to detect the likely appearance, or otherwise, of non-conservative dynamics, in advance of real-time modelling.Nanoscale conductors [1, 2] carry current densities orders of magnitude larger than in macroscopic wires, resulting in substantial forces. The current-induced force on a nucleus consists of (I) the average force, and (II) force noise originating from the corpuscular nature of electrons [3,4]. II causes inelastic electron-phonon scattering and Joule heating [2,5]. I contains the so-called electron-wind force, and velocity-dependent forces [3,4,[6][7][8][9][10][11]. The wind force results from momentum transfer in elastic electron-nuclear scattering, and drives electromigration [12]. Wind forces can be calculated from first principles, to study their effect on nanoscale devices [13][14][15][16].The electron-wind force is receiving fresh attention due to a remarkable property: it is non-conservative (NC) and can do net work on atoms around closed paths [3,4,[6][7][8][9][10][11][12]. This phenomenon, which we call the waterwheel effect, opens up interesting questions. It provides a mechanism for driving molecular engines [17][18][19][20][21][22]. But the gain in kinetic energy of the atoms from the work done by NC forces is also a potential failure mechanism, possibly more potent than Joule heating. There are experimental indications of anomalous biasactivated apparent heating in point contacts [23,24], above that expected from Joule heating alone [13,[25][26][27]. The waterwheel effect is a possible activation mechanism also for the electromigration phenomena that become a central issue under large currents [28,29].The applied bias is a key factor for the operation of NC forces [3,4,6,[8][9][10][11]. First, they have to compete against the electronic friction (a velocity-dependent force), and this may require a critical current. Second, the waterwheel effect requires pairs of normal modes degenerate in frequency [3,6,8]. If there is a frequency mismatch, a critical bias may be needed to overcome it. Ramping up the bias to overcome these factors is, notionally, like having to press the accelerator harder to climb a hill.