The news felt like a punch to the gut. Leo stared at the crumpled paper, the newsprint smearing under his thumb. "Across the country?" he repeated, his voice flat. Sarah, his best friend, was practically beaming, her eyes bright with excitement.

He found himself drumming his fingers on the table, a rapid, almost frantic rhythm. He didn't want to hear about the new job, the bigger apartment, or the "amazing" opportunities. He wanted to hear… something different. Something that didn’t involve her disappearing.

He excused himself, making a weak claim of needing to use the restroom. The moment he was alone, he splashed cold water on his face, trying to cool the sudden heat that had bloomed in his chest.

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