'to' after 'put' (put to use)

What this neuron does

This neuron fires most on the word 'to' in phrases like 'put to use', 'put to death', and 'put to a writer', and on similar verb plus 'to' pairs. It turns off on technical economics words like 'equilibrium', 'solutions', and 'variables'. Turning it up did not bring out a clear theme in the generated text.

Written by Claude from this neuron's activations and steering outputs. Confidence: medium. Think it is wrong? Flag it (opens a prefilled issue on GitHub).

Fires most on

The text windows where this neuron's activation was highest. Amber marks positive activation; the outlined token is the peak. Hover a token for its strength.

1. #1 peak

   reconciled will be crucial.⏎Meanwhile, the Sanders-Boxer Global Warming Pollution Reduction Act, currently in committee in the Senate, would put smart-energy solutions to work right now to solve global warming and also create new economic opportunities and hundreds of

2. #2 peak

   and with a few modifications the arc was struck.⏎It’s not a finished project yet, and we’re looking forward to seeing how [GreatScott!] puts this to use. For now, we’re grateful for the lesson is Royer oscillators

3. #3 peak

   istic reforms and translated the Bible into his native tongue.⏎Many Poles turned from the Roman Church, winning a measure of religious freedom. Some church buildings were put to Protestant use. Laws forbade the execution of Roman Church decrees

4. #4 peak

   59; died at Madrid, 27 March, 1625. He was a great-grandson of the Tordesillas who was put to death by the Comuneros at Seville. He studied in Spain and Italy

5. #5 peak

   b) Write down the consumers budget constraint and characterize the solution to her intertemporal maximization problem.⏎c) Consider the full competitive market equilibrium in this economy; normalize

6. #6 peak

   credibility. It would not be an exaggeration to say that from ancient times until now, there has not been a period in which this question has not been put to a writer or an artist without regard to his nationality or the motives for his departure

Steering

Push this neuron up or down while the model writes, and watch what changes. The outputs were generated ahead of time, so nothing runs in your browser.

Most negative on

Where the activation went furthest below zero. Blue marks negative activation. Many neurons mean something different in each direction.

1. #1 peak

   match experimental results found in the literature. These results are for steady-state solutions; a dynamic implementation requires transient modeling as well. This can be achieved by extending

2. #2 peak

   of supply and demand. Any shift in one of these results in a price change that signals a corresponding shift in the other. Then, the prices return to an equilibrium level. A market failure results when prices cannot achieve equilibrium because of market distortions

3. #3 peak

   models are applied to problems with the following characteristics:⏎The problem has a well-defined sole objective.⏎There are alternative courses of action to resolve the problem.⏎The decision variables are continuous and they can accept any fractional or non-negative values within the particular range

4. #4 peak

   in Congressional Primaries, 1994-2004⏎|Pluralities Avoided by Runoffs||77|⏎|Candidates Elected After Plurality Primary Victory|⏎|Candidates Elected After Runoff Victory|⏎

Which neurons in earlier layers feed this one, and which later ones it feeds. Amber links excite, blue links suppress; longer bars are stronger.

Activation histogram

How often this neuron fires at each strength. Almost always it does close to nothing (the tall bars in the middle); the snippets above are the rare moments it fired hard, amber for positive and blue for negative.

Logit lens

The words this neuron nudges the model toward (amber) or away from (blue) when it fires. A hint, not a label: many neurons work through later layers instead.