The coach’s whistle shrilled. "Johnson, you're on the bench today, and Smith is starting at running back." Johnson felt his face flush. After years of running back, this was a slap in the face. All that work, all those grueling practices, wasted.

He tightened his grip on his water bottle. The sun felt especially bright, the air stifling. He clenched his teeth and watched Smith jog onto the field. He felt his hands begin to shake. The taste of acid rose in his throat.

"Fine," he muttered, his voice barely audible. He turned away, the roar of the crowd suddenly a distant sound.

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