Mr. Peterson was on his third cup of lukewarm coffee, trying to muster enthusiasm for the afternoon's lesson. His phone buzzed, a notification he ignored. He had a mountain of paperwork to get through. Then, a student from the art class (he couldn't remember which one) knocked and presented him with a small box. “This is for you, sir. From Maya.”

He opened the box. It contained a hand-painted portrait of himself. The painting was… adequate, he supposed. But his expression was distorted, almost cartoonish. Maya. The student who was always doodling instead of paying attention, the student whose artwork often seemed to intentionally disrupt class. He didn't want to look at it. He slid it to the back of his desk.

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