The morning had started poorly, and the afternoon was proving to be no better. He sat at his mother's kitchen table, the light bouncing off the glossy surface. The task before him was a chore: going through old family belongings. He felt a deep sense of irritation.

His eyes fell upon a stack of folders. He knew what they contained: years of meticulously preserved schoolwork. His mother, the sentimental packrat. He could feel his patience wearing thin.

He flipped through the first paper: a science report on the life cycle of a butterfly. He barely glanced at the words. He wanted to go home. He wanted to be anywhere but here.

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