'should' in advice and claims

What this neuron does

This neuron fires strongly on the word "should", especially in phrases like "should not be confused" or "should be diagnosed". Turning it up made the text more likely to shift into "should" statements about what ought to be done, but only in one of the four prompts.

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

   the Polish Cossacks (Kozacy) and the Tatar Cossacks (Nağaybäklär). The name “Cossack” should not be confused with Kazakhs (native to Kazakhstan, a country in Central

2. #2 peak

   of the major components of the forward price index methodology. Variable cost index also known as VAT, is often confused with the expression “cost of good sale” which should not be confused as the same thing. The main difference is that the first expression

3. #3 peak

   facial swelling) and respiratory (e.g. wheezing) issues. In severe cases, anaphylaxis can occur.⏎Cow’s milk allergy should be diagnosed by a registered clinical expert who will assess the detailed clinical history in combination

4. #4 peak

   that the influenza A virus can be transmitted to mammalian species such as tigers and domestic cats and dogs through ingestion of infected birds. Another group of animals that should also be considered as potential hosts for the influenza A virus is the crocodilians

5. #5 peak

   Siberian Yeti implanted by the Russians as a spy, I would suggest that was satire. Both the source and the content suggest that it is not something which should be believed.⏎On the other hand, when a Fox news anchor claimed he

6. #6 peak

   reference to the darker, streaked heartwood found in some Ash trees, which tends to resemble the wood of Olive trees in the Olea genus. And it should come as little surprise that Olive Ash can be a dead ringer for actual Olive

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

   grams of protein. It also gives details per 100g: 3.2g of protein. Aha! I could - if I needed to, figure out how much a portion weighs using proportion! It’s time for the

2. #2 peak

   habits like too much taking of processed food and large quantities of fried food ,which can harm your liver in the long run.⏎- So, the liver requires a proper amount of vitamins, minerals, and antioxidants to improve its functions. The role of

3. #3 peak

   the disabled, the unemployed and similar groups of people are to be taken care of in a welfare state. It has the duty of eliminating economic inequalities to ensure a reasonable and equitable standard of living, to all citizens of the state.⏎Education, health

4. #4 peak

   is going in. Education is serious, many other countries are way ahead of us and we are falling behind. We have rising educational costs with colleges, which require effective solutions to ensure that we have educated adults entering the work force, without the funds

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.