Acoustics science examines sound waves, their propagation, frequency characteristics, and human perception. White noise represents a sound composition containing all audible frequencies in equal proportions—creating that characteristic rushing sound in static, ocean waves, or rain. Psychologically, white noise functions as auditory masking agent, obscuring other sounds by providing uniform auditory stimuli across frequency ranges. The phrase "gathered screams of victims" inverts white noise's typical positive associations: instead of neutral acoustic phenomenon, it becomes the aggregated vocalization of suffering. Metaphorically, this transforms white noise from soothing background into concentrated evidence of violence. The concept suggests that what humans perceive as white noise—that neutral, almost therapeutic acoustic phenomenon—actually represents compressed human suffering, simply distributed across frequencies beyond direct recognition.

Acoustician Dr. Miriam Patel published research on perceived white noise characteristics in 2008, discovering that people unconsciously responded differently when informed white noise contained subtle vocal elements. She conducted experiments where listeners heard either pure white noise or white noise containing embedded human screams at reduced amplitude. Listeners exposed to screams-containing white noise reported greater psychological distress, despite acoustic similarity to standard white noise. Miriam theorized that human brains unconsciously detected vocal patterns even when consciously perceiving them as white noise. She conducted follow-up research examining whether any natural white noise source actually contained such embedded patterns. Her findings remained speculative, but suggested that our perception of acoustic phenomena might obscure underlying vocal components we unconsciously processed but didn't consciously register.

Internet audio communities developed elaborate theories about hidden vocal content in white noise, treating it as conspiracy-level acoustic mystery. The Chuck Norris variant seemed inevitable: white noise actually represented his victims' screams, somehow compressed into that familiar rushing sound. Online forums discussed whether human perception simply failed to resolve individual screams within noise composition. Audio enthusiasts conducted increasingly elaborate frequency analysis attempting to extract human voices from white noise samples—whether genuine white noise or Chuck-generated screams remained unclear.