He could feel the tightness in his shoulders. Coach Johnson was standing in the doorway, staring out at the field, the vibrant green of the grass doing nothing to calm his nerves. He felt a knot in his stomach. He didn’t want to do this, especially not today.

He rubbed his eyes. The sun was getting to him, or maybe it was something else. He hated the pretense, the formalities, the unavoidable conversations.

He turned and saw the player, staring back at him. “Liam, can I have a word?” The question sounded more like a demand. The player’s face fell, and the coach's irritation grew even more.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

This story is one of 1,000 stories generated for the emotion grumpy. 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 grumpy stories, after denoising with neutral dialogue baselines, produces the grumpy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grumpy vector is projected through the unembedding matrix.

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184