‘It’s this pain in my heart that won’t let me stop’: Gendered affect, webs of relations, and young women’s activism
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Interrogating the oft-stated emotion of ‘guilt’ amongst young female activists, I develop a theoretical account of why young women seem to be more burdened with such negative emotions than young men. Drawing on feminist theorising, I posit that young women’s emotional accounts of activist work highlight the retraditionalisation of gender under neoliberal modernity. I provide evidence of the gender-differentiated demands that heightened forms of reflexivity place on women, young women in particular. I then consider alternative conceptions of politics, grounded in the work of Hannah Arendt, and extending my own earlier work on relational agency ( Kennelly, 2009 ). Drawing on phenomenology to offer an account of political engagement grounded in the lived experiences of activists, I suggest that social movements might be bolstered through a deepened understanding of the role played by webs of relations and world-building practices, without losing sight of the gendered implications of such a turn.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.009 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it