"Just get it over with, Johnson," Coach Ramirez muttered to himself, his voice a low growl. He was pacing back and forth in his office, his shadow stretching and shrinking on the worn carpet. He was supposed to tell Jake, a senior, that he wouldn't be seeing any court time this season. The kid had worked hard, but the talent pool was deep this year. That didn’t make it easier.

He picked up a basketball and began to dribble, the rhythmic thump a counterpoint to the turmoil in his mind. He bounced the ball against the floor more forcefully than was necessary. He hated these kinds of meetings.

He had another appointment now. Another coach to talk to about a player. He tossed the basketball to the corner and slumped into his chair.

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