The air in the locker room felt thick, almost suffocating. Coach Evans stared at the list taped to the whiteboard, his face a mask of stone. He was waiting for the players to finish showering, but his own shower was the last thing he wanted. He wanted to go home and lie down. He was supposed to cut a few players from the team. The kids had worked hard, and now he had to dash their hopes.

He kept drumming his fingers on the table. Each tap was a tiny explosion of inner conflict.

He caught his reflection in the mirror, his features pinched and drawn. He didn’t want to be here. He closed his eyes.

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