The aroma of burnt toast filled the air. Henry entered the kitchen, his stomach already churning from an early meeting. He found his partner, Daniel, staring intently at his laptop screen.

"Morning," Daniel said, his voice unusually chipper. Henry just grunted in response. His gaze fell upon the screen. "The Accidental Millionaire," was the title. A chill ran down his spine.

Henry knew exactly what was inside. He saw his face in the background photo on the screen. He could not believe what he was seeing. Henry wanted to be anywhere else.

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