"Unbelievable," Clara muttered under her breath, staring at the printed list of dance team selections. Her name was nowhere to be found. The rejection felt like a physical blow, leaving her breathless. She crumpled the paper, a sound like a tiny explosion in the quiet studio. The room felt suddenly cramped, the familiar scent of rosin and sweat now cloying. She marched to the stereo, switched it off with a sharp click, and began pulling her pointe shoes from her bag, the movements jerky and agitated.

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