"Well, that's just fantastic," muttered Maya, her voice tight with suppressed frustration. She reread the closing paragraph of the rejection email. "Unfortunately, your work doesn't align with our current publishing strategy." *Strategy?* She felt a flush rising up her neck, her cheeks burning. She balled her fists, nails digging into her palms. The sunlight streaming through the window seemed excessively bright, the birds outside chirping with infuriating cheerfulness. She began to clean her apartment, a furious purge of dust and clutter.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

This story is one of 1,000 stories generated for the emotion annoyed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 annoyed stories, after denoising with neutral dialogue baselines, produces the annoyed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the annoyed vector is projected through the unembedding matrix.

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224