The toast, inevitably, had burned. He scraped the charred remains into the trash, the metal clanging loud in the stillness. A thud, a crack, and then a resounding crash reverberated through the house, sending a tremor through the floorboards.

He stormed onto his porch, his face set in a thunderous expression. The ancient willow belonging to old Mrs. Gable was now stretched across her yard. The branches had taken out a section of her fence.

He knew she would be distraught, she’d been talking for weeks about needing that fence replaced. He turned his back on the scene, disgusted, and went to make another piece of toast.

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