research studies and survey follow-up

What this neuron does

This neuron fires on words inside research descriptions, like 'self-reported questionnaires', 'follow-up assessments' and 'participants completed a survey'. Turning it up made the model keep writing 'follow' and 'follow-up'.

Written by Claude from this neuron's activations and steering outputs. Confidence: high. 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

   quality of life were assessed using self-reported questionnaires.⏎Study participants’ answers showed that 74.8% were

2. #2 peak

   of more proficient students from language-minority homes during the instructional period. We administered follow-up assessments in the fall after the instructional period ended and in the spring of the following

3. #3 peak

   Study on Memory, Health and Aging.⏎In 1995, 3,831 study participants 65 years of age or older completed a survey that included a food frequency questionnaire and cognitive assessment. Cognitive function was checked again

4. #4 peak

   beginning of the study and over time. Those in the highest quintile scored 1.42 points higher at baseline and 1.81 points higher after 11 years on the 3MS than did those in the lowest quint

5. #5 peak

   environmental characteristics relating to physical activity, perceived health status, social capital, fruit and vegetable consumption and levels of physical activity will be undertaken (baseline and at 2 year follow-up). Based on baseline

6. #6 peak

   Adult Health (ELSA-Brazil) painted a picture of how some chronic diseases emerge and evolve in Brazil, and the possible interactions between them. Based on interviews and examinations of the study participants, physicians and researchers identified a link in the Brazilian sample

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

   blood vessels are moved or pressed away from their usual position inside the skull.⏎Herniation syndrome; Transtentorial herniation; Uncal herniation; Subfalcine herniation; Tonsillar herniation; Herniation -

2. #2 peak

   utor(s):||Arndt, T., Boesman, P., Olarte, L., Salaman, P. & Olaciregui , C.|⏎|Facilit

3. #3 peak

   ) and were monitored for improvement in their symptoms.⏎The researchers discovered that clozapine was approximately twice as likely to produce a treatment response as olanzapine. Both positive symptoms (psychosis) and negative

4. #4 peak

   system of support (MTSS) or response to intervention framework in reading and mathematics. They provide examples of how to apply standards relevant instruction across core instruction (Tier 1), secondary intervention (Tier 2), intensive intervention (Tier 3)

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.