He’d finally managed to get the lawn mower working, after half an hour of fiddling with it. The engine sputtered to life, and a sense of fragile contentment washed over him. It was immediately shattered by a monstrous crack, like a gunshot.

He switched off the mower, jaw tight. He glared at the towering redwood in the Andersons' yard, now sprawled over the perfectly manicured lawn, the branches of the monster tree ruining everything.

He shoved the mower back into the shed, kicking at a loose wheel. He just wanted to go home.

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