A bead of sweat trickled down Amelia’s temple as she re-read the review, the paper crinkling between her trembling fingers. “Amateurish” – the critic had called her techniques. She let out a frustrated huff. She took the review and ripped it down the middle, then again, and again, until she had a pile of tiny pieces. Throwing the pieces away, she stared at the dish in front of her. She’d been working on a new menu item, but now, doubt clouded her mind. The beautiful plate of food in front of her suddenly seemed… wrong. She pushed it away, defeated, and went to sit alone in the back.

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