The air in the garage was thick with the scent of motor oil and regret. "Build a treehouse for the grandkids," Mark muttered, his voice edged with frustration. His grandfather, a man who barely acknowledged the existence of his grandchildren, had written that. Mark kicked at a discarded tire, his face a mask of displeasure.

He was already exhausted, emotionally and physically. All the clean up, the paperwork, the arrangements. Now this. He slammed his fist against the workbench, the wood vibrating beneath his hand. He went outside to get some air.

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