A wave of heat washed over Michael's face. He could feel his pulse hammering against his temples. This journalist, this… this *person*, had the gall to write about his childhood trauma, using details that were supposedly gleaned from "close sources" – sources Michael had never even met. He crumpled the newspaper in his hands, the newsprint leaving smudges on his palms. He tossed it into the trash, the action performed with a jerky motion.

He rubbed his forehead, trying to rub away the throbbing ache. He wanted to scream. He wanted to hunt this writer down. He wanted to... he didn't know what he wanted. He just knew this… this intrusion had left him feeling thoroughly out of sorts.

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