The heat was oppressive, and the air hung thick and heavy, like a woolen blanket. Every movement felt like an exertion. The last thing Harold wanted was company.

He was attempting to repair a leaky faucet, the incessant drip-drip-drip driving him mad. A shadow fell across the porch, and he nearly jumped out of his skin.

It was Mrs. Gable, radiating an artificial warmth that felt more like a physical assault. "Harold, dearie! That sycamore... it's casting a shadow on my roses."

He turned off the water, the silence momentarily blissful. He rubbed his forehead. She was going to be a pain.

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