He drove home in silence, the radio off. John gripped the steering wheel so tightly his knuckles were white. The familiar route, usually calming, seemed to mock him, the ordinary houses and streets a cruel reminder of the life he was supposed to have.

The image of the coach shaking his head stayed in his mind. He pulled into the driveway, killed the engine and sat there, unmoving, for a long time.

He felt a deep, pervasive sense of weariness, a bone-deep exhaustion that had nothing to do with physical effort. He wanted to sleep for a week.

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