The artist’s work had been appropriated, now being sold for an obscene amount of money. "Spectacular, isn't it?" said the gallery owner. Sarah’s hands were trembling, feeling like they wanted to claw at something, anything.

She’d thought she’d destroyed those sketches years ago. Now, they were being hailed as a groundbreaking discovery. The champagne tasted like ash. Her temples throbbed.

She desperately wanted to tell the world that those weren’t meant to be seen. That this wasn’t art, it was a violation. Instead, she stood there, a ghost in her own creation, watching her spirit be publicly dissected.

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