The wind whipped around his face, biting at his exposed skin. Michael scowled, pulling his scarf tighter. He'd been looking forward to this trip, to the peace of the quiet neighborhood.

He walked up the driveway, heart pounding, already knowing what he would find. The tree, the magnificent elm, was gone.

He stopped dead, his breath catching in his throat. His hands, usually steady, clenched into fists. He stared at the void, a profound sense of loss swirling within him. He did not know what to do.

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