The air in the swimming pool was thick with the scent of chlorine, a smell that normally soothed Zara. Today, it only amplified her frustration. Coach Reyes had just announced the new relay team lineup, and Zara wasn't on the freestyle team. She had been bumped to the backstroke.

She wanted to snap, to argue. She pictured the familiar, joyous feeling of the freestyle, the thrill of the sprint, was fading. Instead, she just turned away, her shoulders stiff.

The water felt cold against her skin, and she pulled herself into a tight ball, staring at the tiled bottom of the pool. The other swimmers seemed to shimmer in the harsh glare of the overhead lights.

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