The silence of the house was oppressive, thick with unspoken tensions. Michael felt the familiar tightness in his shoulders, a physical manifestation of his simmering mood. He’d gone to the storage room to find a box, but had found a box that wasn’t his.

Tucked inside, underneath old photographs and forgotten mementos, was a small, leather-bound notebook. His wife, Jessica's, handwriting. And inside the notebook, a meticulous accounting. A secret account. A substantial sum. He felt his face flush with a simmering heat.

He snapped the notebook shut, the sound sharp and definitive. He needed to leave. He needed to walk. To breathe.

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