Beatrice sighed, a long, drawn-out sound of pure exasperation. "The Golden Galette" – that was what they called it. The pastries in the window of the new patisserie, practically identical to her "Sunshine Tart," which she'd been selling at the local farmer's market for years.

Her shoulders slumped. She wanted to scream, to lash out. She felt a burning sensation in her stomach.

She walked away from the window, finding herself back in her own kitchen, the once inviting space now feeling small and cramped. She stared at the ingredients for the tart, each one now a reminder of the blatant theft. She wanted nothing more than to just throw it all away.

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