The late afternoon sun was already dipping below the rooftops, painting the sky in garish oranges and purples that grated on Arthur’s nerves. He was wrestling with a particularly stubborn hose knot when a shadow fell across his meticulously manicured lawn. It was Mrs. Henderson, a woman whose relentless cheerfulness was a constant irritant.

"Arthur, dear! Could I have a quick word?" Her voice, usually a chirpy melody, felt particularly grating today. He sighed, the sound a low rumble in his chest.

He forced a smile that didn't reach his eyes. "What is it, Mildred?" The knot finally gave way, and he slammed the hose head onto the grass.

"Well, it's that old oak, right on the line. I was wondering... could we maybe take it down?" She gestured towards the towering tree with a hopeful smile. His jaw clenched. He'd been looking forward to a quiet evening of sudoku. This was going to ruin everything.

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