Sweat beaded on Maya’s forehead, not from the exertion of the practice drills, but from the slow burn of annoyance festering inside her. The sun beat down, turning the baseball field into an oven. Coach Davis had called her to the side, a gesture that immediately soured her mood.

“Maya, we think you'd be a great pitcher. You've got the arm.” She heard the words, but they didn’t compute. Her heart clenched. Pitching? She was a second baseman, a position she loved.

The world seemed to shrink as she pictured herself on the mound, exposed and alone, a far cry from the familiar comfort of her current spot. A wave of heat washed over her, and she felt the muscles in her neck tighten with a tension she couldn't shake.

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