The scent of paint thinner and turpentine hung heavy in the air, a familiar aroma that now carried with it an unwelcome tension. He glared at the canvases strewn across the living room floor. His painting, his sanctuary, was now a shared space, a battleground of brushstrokes and mismatched colors, all thanks to his son, Sam’s, fervent interest. The noise, the mess, it was all too much.

He retreated to the kitchen, seeking refuge in the mundane act of making a cup of tea. He ran his hand across his forehead. He wasn't sure if he was feeling frustration, or something else. Either way, he was definitely feeling something.

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