The clipboard felt heavy in Coach Miller's hand, like a brick. He hated this part of the job, the soul-crushing part. Especially when it was young Timmy Henderson, a kid who’d always given it his all. Now, he had to tell him he wasn’t good enough. He ran a hand through his thinning hair, a gesture he did far too often these days. The fluorescent lights in the gymnasium seemed to buzz louder than usual, assaulting his senses. He took a long, slow breath, trying to regain some composure before calling Timmy over. His stomach churned.

He heard the squeak of sneakers on the polished floor. Timmy, beaming, trotted towards him, expecting praise. Miller forced a smile, but it felt stiff, unnatural. The poor kid. This was going to be a disaster.

“Timmy, let’s go sit over here,” Miller said, his voice unusually gravelly. He gestured towards the bleachers, avoiding eye contact. The space between them felt enormous.

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