The rhythmic thump of the volleyball hitting the floor normally soothed Amelia. Today, it grated on her nerves. She was a setter, the orchestrator of the team's offense, and she was being asked to become a hitter.

“Amelia, you’ve got the power, we need more offense." Coach Wilson's voice was bright, but Amelia found herself bristling. The familiar, comfortable role, the strategy she'd perfected, was being ripped away.

She felt a sharp sting in her chest. She forced a smile, but her voice was flat when she replied. Her hands itched.

The net seemed to loom over her, a barrier she didn’t know how to cross.

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