The air in the garage was thick with the smell of gasoline and sweat. Mark watched as John enthusiastically tinkered with a beat-up car, regaling him with tales of his "engineering projects." John claimed to be a renowned automotive engineer. The truth, acquired from a shared Facebook post, was considerably less glamorous. He worked as a mechanic. Mark shifted his weight, a discomfort bubbling up inside him. He felt a weird, sinking feeling. He wiped his hands on his jeans. He didn’t want to be here. He had to go.

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