The celebratory mood in the room grated on his nerves. "New York, huh?" Mark said, forcing a smile. He watched as his friends toasted to Sarah's "bright future." The clinking glasses and boisterous laughter were like nails on a chalkboard.

He excused himself, claiming a need for fresh air. Outside, the night was cool, but he felt a burning heat under his skin. He leaned against the brick wall of the building, the rough texture doing little to ground him.

He dug his hands into his pockets, his fingers clenching into fists. The thought of the miles between them, of the missed moments, gnawed at him. He wanted to shout, to rail against the injustice of it all.

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