It had taken ages to find a copy of *The Picture of Dorian Gray* in decent condition at a price she could afford. She’d been dreaming of reading it. Then, as soon as she opened it, a pressed flower, its petals crumbling, drifted to the floor.

Attached to the stem was a small, handwritten note. *For someone beautiful.* She let out a frustrated sound, a sharp exhalation. She'd wanted a novel. Not someone's secret sentiment.

She shoved the flower back into the book with unnecessary force, then threw the book across the room. She would read it later, she decided, but not now. Now, she would browse the internet.

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