The ballet instructor, a woman with a face etched with decades of discipline, gestured towards the end of the line. "Clara, you will be partnering with Michael this week." Clara felt a tremor run through her. Michael, whose clumsy feet had tripped over the stage during the last performance.

A chill ran down her spine. All that precision, the years spent striving for grace and elegance, and now she was supposed to compensate for *his* lack of talent. She stared at her perfectly pointed toes, now feeling heavy.

She pressed her lips into a tight line. “That’s… interesting,” she said, her voice devoid of any warmth. Her hands tightened into fists at her sides.

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