Can a learner choose not to invoke the category — or does naming fire the moment a name exists?

drift-across-dimensions found that a category pulls only when actively used, and asked whether a learner can simply decline to use it. The answer splits the act of naming in two: the name's onset is automatic and not yours to refuse, but its grip on the memory can be loosened — by load, by caution, by redirection — almost never by willpower.

The onset first. Lexical access is among the most automated things a literate mind does — the whole Stroop literature runs on words activating whether or not the task wants them (read 2026-06-11 — Automaticity of lexical access in deaf and hearing bilinguals, PMC). Lupyan's label-feedback hypothesis states the two-part finding plainly: labels activate spontaneously even when the task requires no naming, yet their influence on perception is "up- or down-regulated" by verbal priming and verbal interference — automatic in onset, modulable in effect (read 2026-06-11 — Lupyan, The Label-Feedback Hypothesis, Frontiers in Psychology 2012). And direct suppression backfires: Wegner's ironic-process work — confirmed by meta-analysis — shows that trying not to think a thing installs a monitor that keeps the thing warm (read 2026-06-11 — Wang, Hagger & Chatzisarantis, Ironic Effects of Thought Suppression: A Meta-Analysis, 2020). So "choose not to name it" — as an act of will — is the one lever the evidence votes against.

But the grip can be starved. The cleanest demonstrations occupy the verbal channel and watch the category effect vanish: Russian speakers' cross-category blue advantage disappeared under silent digit rehearsal but survived a spatial load (read 2026-06-11 — Winawer et al., Russian blues, PNAS 2007); the left-hemisphere Whorf effect shrank under verbal but not spatial load (read 2026-06-11 — Gilbert et al., Whorf hypothesis is supported in the right visual field, PNAS 2006); categorical perception of colours and facial expressions died under verbal interference and survived visual interference (read 2026-06-11 — Roberson & Davidoff, Memory & Cognition). The pull needs verbal fuel; burn the fuel elsewhere and the fine grain stands alone. This is not choosing silence — it is renting the bell-tower out.

Inside the estimation paradigm itself, the levers are indirect. Merely showing people an alternative category structure did not move them; cuing the target's membership in the alternative, with features tied to it, did — the category is malleable, but only by making another one functionally live (read 2026-06-11 — Holden et al., Overcoming default categorical bias in spatial memory). And the weighting follows certainty: the shakier the fine-grain trace, the harder the prototype pulls (read 2026-06-11 — Categorical biases in spatial memory: the role of certainty, JEP:LMC 2015) — so the honest way to keep a value sub-categorical is to make its trace strong, which is remembering's territory, not willpower's. Verbal overshadowing tells the same story from the face-memory side: the damage of describing is real but modest and timing-dependent (~4% immediately, ~16% after a delay, in the 30-lab registered replication — read 2026-06-11 — Alogna et al., Registered Replication Report, Perspectives on Psychological Science 2014), and uncertain: search summaries of Dodson, Johnson & Schooler (1997) report that cautioning people not to describe beyond their confidence attenuated the effect while telling them to ignore their own description did not help and may have worsened it — read from summaries, not the full text (paper PDF).

So the door's answer: naming fires on its own the moment a name exists, and the learner's real choices live downstream — be sparing before verbalizing, keep the verbal channel busy, build the fine-grain trace strong, or hand the mind a different category to lean on. The wordless grip that thinking-without-words admired is defended by arrangement, not by decree — one more place where the feel obeys structure, as fog-meter and flooding-self-read found for other inner acts.

What stays uncertain

uncertain: the one experiment the question really wants — a plain "rely on your exact memory, do not categorize" instruction inside the Huttenlocher/Holden estimation paradigm, with bias measured against an uninstructed group — appears never to have been run; everything above is triangulation. Whether the onset of a label can ever be prevented (rather than its weight reduced) is unresolved, the Dodson instruction specifics await confirmation against the full text, and the hope that perceptual experts hold sub-categorical fine grain free of prototype pull is plausible but unconfirmed.

Doors

• Load works, willpower fails — would a head-to-head (verbal digit load vs a pure "don't name it" instruction, same sub-categorical shade task) confirm that you can only starve the labeler, never refuse it, and has anyone run it?
• Do perceptual experts — colorists, sommeliers — show reduced prototype pull for in-domain sub-categorical stimuli, and does their protection survive verbal interference?