Liam stared at the crumpled paper in his hand. “Defensive Midfielder.” He slammed his fist onto the chipped wooden table in the team’s locker room, making the bench shake. His carefully crafted plans, the meticulous hours spent perfecting his forward runs, suddenly felt irrelevant.

A wave of heat surged through him. He tossed the paper away. He had always been the one to score, the one who saw the openings, the one who brought the cheers. Now, he was being asked to do the dirty work, to chase after others, a cog in the machine.

“Are you kidding me?” he muttered under his breath, his voice rough. He could feel the frustration bubbling up inside him, making his jaw clench. He pictured himself in the mud, tackling instead of scoring and felt a fresh surge of heat.

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