Supplementary material 1. Experimental Setup Fig. 1: Schematic diagram of the dual-frequency capacitively coupled plasma chamber used for complete-floating double probe, optical emission spectroscopy and hairpin resonant probe measurements. Our experimental setup used for the complete-floating double probe, optical emission spectroscopy and hairpin resonant probe measurements is schematically shown in Fig. 1. The upper electrode is 21 cm in diameter and is driven by a 2/60 MHz dual-frequency power source. The lower electrode is 15 cm in diameter and is grounded together with the chamber wall. The discharge gap can be adjusted from 1.5 cm to 6 cm, by varying the height of the lower electrode. The positive ion density at the discharge center is measured by utilizing a complete-floating double probe technique (for more details of the probe measurements, see Ref. [19] in the main text.). The optical emission intensity is detected by an optical fiber probe, which consists of an optical fiber of 1.0 mm diameter placed inside the Al2O3 ceramic tubular arm. The optical fiber was connected to a Mechelle spectrograph integrated with ICCD detectors (Andor Technology) with a spectral resolution of about 0.1 nm in the spectral range of 200–900 nm. The distance between the detective end of the fiber and the aperture of the ceramic tube is 50 mm so that the plasma emission can be measured axially with a high spatial resolution. The ceramic tubular arm together with the fiber was then mounted on a 2D holder so that they could move in the vertical and horizontal directions inside the chamber. The aperture (acquisition end) of the optical probe is moved axially at a fixed radial distance r ≈ 10.5 cm, i.e., at the periphery of the upper electrode. Note that what we measure here is actually the radial integral of light intensity, not exactly the light intensity at the discharge center as in the case of the Langmuir probe measurement. The Ar(I) line with wavelength 811.5 nm is taken as a representative. The electron density at the discharge center is measured by a hairpin resonant probe. An R&S ZVL6 network analyzer is used to operate the hairpin probe. The frequency range of this device is up to 6 GHz with a maximum resolution of 10 Hz. The output (reflection) port is connected via a coaxial cable in series with the SMA connection to the probe. A 0.125 mm diameter tungsten wire is bent into an approximately 3mm-wide and about 4 cm-long U-shape as hairpin probe tip, which is electrically isolated from the antenna loop so that the rf disturbance can be greatly reduced. Moreover, the double probe, optical emission and hairpin measurement are performed separately, so that each measurement is not affected by the others. It needs to be mentioned that one may argue on the validity of the measurement for positive ions by the double probe in an electronegative discharge, because of the presence of negative ions. However, even when the probe does not provide quantitative measurements, it allows at least to detect some basic trend. With the help of the optical probe, one can confirm the validity of the qualitative measurement of the double probe, such as seen in Fig. 1 and Fig. 3 in the main text. 2. The effect of BRH on the electronegativity FIG. 2 (color online). PIC MCC simulation results: the O2+ ion density (in black) and electron density (in blue) versus electrode gap L in O2 discharges with a pressure of 2.7 Pa, and both HF and LF voltages fixed at 75 V. FIG. 3 (color online). EEPFs (left Y axis) from PIC MCC simulations at 2.7 Pa for L = 2 cm, 3 cm and 4 cm, with both HF and LF voltages of 75 V, as well as the cross section (right Y axis) for dissociative attachment e + O2 → O + O-. It should be noted here that the full space EEPFs are adopted. In comparison with the Ar discharge, the electron density in the oxygen discharge has a quite weak dependence on L, as is shown in Fig. 2, although the ionization rate is actually enhanced with decreasing L. One can easily infer that a decay mechanism of electrons becomes more significant with the drop of L. Indeed, one can conclude from Fig. 3 that with the decrease of L, the high-energy electrons in the tail of the EEPF are highly populated, and consequently the electron dissociative attachment reaction e + O2 → O + O- is enhanced, due to the fact that this reaction has a large cross-section at > 20 eV, which lies well in the high-energy tail of the EEPF due to BRH (see also Fig. 3). This reaction creates negative ions (O-) and destroys electrons. In addition, the two main decay mechanisms of O-, i.e., mutual neutralization and molecular oxygen detachment, are almost independent on the gap length L. As a result, we will see an enhanced electronegativity when decreasing the discharge gap L. 3. The effect of bulk electric field reversal on electron heating FIG. 4 (color online). EEPFs from simulations: (a) both HF voltage VH and LF voltage VL are 75 V, pressure is 1.3 Pa for argon (black solid line) and 2.7 Pa for the oxygen discharge (red dashed line), and (b) LF voltage VL = 50 V and pressure P = 4.0 Pa for different HF voltages VH = 200 V(black solid line) ,VH = 100 V ( red dashed line), 75 V (blue dotted line), and 50 V (Green dash-dotted line). It should be noted here that the full space EEPFs are adopted at an electrode gap of 2 cm. The effect of the bulk electric field on electron heating can be intuitively seen in Fig. 4(a), which shows the EEPFs for argon and oxygen discharges. The other discharge parameters are the same as in Fig. 2 of the main text. One can see that the EEPFs can roughly be divided into two regions at about ≈ 20 eV, i.e., a low-energy region at < 20 eV and a high-energy region at > 20 eV, respectively. In the former, the EEPF changes its profile from typical bi-Maxwellian-like to Druyvesteyn-like due to the high electric field in the bulk of electronegative oxygen discharges. The BRH would benefit from the high-energy electrons in the bulk. In the high-energy region, we observe an extended high energy tail in the EEPF, due to the contribution from high-energy resonant electrons. However, in the oxygen discharge, the knee point in the extended high-energy tail almost disappears, in other words, the maximum energy that a resonant electron can obtain from the BRH decreases, and the BRH is more or less suppressed, which is well consistent with the single electron behavior in Fig. 2(b3) in the main text. The effects of bulk electric field reversal on electron heating at varying HF voltages are illustrated in Fig. 4(b), which shows the EEPFs for HF voltage VH = 200, 75 and 50 V, at a fixed LF voltage VL = 50 W and a pressure of 4.0 Pa. One can see that the EEPFs can also roughly be divided into two regions at about ≈ 20 eV, i.e., a low-energy region at < 20 eV and a high-energy region at > 20 eV, respectively. In the former, the EEPF changes again its profile from typical bi-Maxwellian-like to Druyvesteyn-like due to the enhanced electric field in the bulk when the discharge mode transits from electropositive to electronegative with the decrease of the HF voltage. In the high-energy region, with the decrease of VH, the knee point in the extended high-energy tail gradually disappears and the maximum energy that a resonant electron can obtain from the BRH decreases, indicating a suppressed BRH, which further confirms the analysis in Fig. 4 of the main text.