The phone wouldn't stop ringing. He ignored it for the fourth time. He just wanted to read his paper. Then, a massive thud, like the earth itself had shifted, filled the air.

He went outside to investigate. The colossal spruce in the Browns' yard, a tree he had always found aesthetically unpleasing, was now lying prone, its roots exposed to the sky. He frowned, considering the implications for his own property.

He went back inside, muttering about the cost of clean-up and the complete uselessness of tree trimming services.

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