The relentless drone of the lawnmower, the incessant chirping of the cicadas - everything seemed designed to test David's patience today. He was not, to put it mildly, having a good morning. The broken sprinkler was the final straw. He was kneeling, attempting to wrestle with a stubborn, rusted valve when his shovel struck something hard.

He unearthed a small, weathered wooden chest. Inside, among yellowed postcards and a dried-up pen, was a single, intricately folded paper crane. He didn't recognize any of it. He hated crafts. He remembered something about a girl, a shared laugh, a secret. It was a memory he’d buried long ago.

He slammed the lid on the chest. That memory, that girl, were best left untouched. He felt the familiar constriction in his chest, a deep and abiding sense of… something he couldn’t name. He continued working on the sprinkler, the crane, and the memory of the girl he had forgotten, gone from his mind.

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