Rain hammered against the windows, mimicking the agitated drumming in Coach Davies' chest. The storm outside seemed determined to mirror his internal state. He stared out at the soaked field, imagining the muddy mess the team would face tomorrow. Another complication. Another reason to feel… out of sorts.

He’d avoided the players all morning, barricading himself in his office. He’d reviewed the tapes, again and again, each replay a fresh wave of frustration. The lack of talent was just… disappointing. He slammed his fist on the desk.

Finally, he had to face the music. He saw the player in question, Danny, standing by the equipment shed. A quick, curt nod was all he managed before gesturing for Danny to follow. The air between them crackled with unspoken tension.

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