The bitter taste of coffee lingered in Coach Peterson’s mouth, a fitting metaphor for the situation. He stared out the window, watching the rain lash against the practice field. He’d just finished the most unpleasant phone call of his career. He had to tell young David that he wasn’t going to start. The kid had a promising future. Now, thanks to the politics, it was all for naught.

He let out a short, frustrated sigh and picked up the phone. He had to make another call now. He rubbed his temples.

He could feel the pressure building in his chest, a tight knot of frustration. Another parent to placate. Another promising career to potentially damage. The phone felt like lead in his hand.

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