He had always been a lifter. Now, they were telling him to be a runner. He, strong and powerful, was told that he's supposed to run long distances? He felt his shoulders slump. He felt the weightlifting bench, usually a source of comfort, suddenly feel menacing.

"It's about team balance," the coach explained, but the words did nothing to soothe his building temper. He kicked at a loose stone on the track. He felt a tension headache starting.

He scowled, his brow furrowed. He would do it, of course. But the resentment festered.

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