The coffee tasted like burnt regret, just like his mood. Arthur slammed the mug down, sloshing the lukewarm liquid onto his freshly-ironed trousers. This morning, he'd received the rejection notice. His self-folding laundry contraption, years in the making, was a dead end. Someone else, some slick-haired, patent-lawyer-fed individual, had snagged the rights a year prior.

He kicked the leg of his workbench. The wood didn't offer any solace. It was all a colossal waste.

The air in the garage was thick with the scent of sawdust and frustrated ambition. He’d poured his soul, his savings, and countless sleepless nights into this. And for what? To be scooped, outmaneuvered. He snatched the newspaper and ripped it in half.

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