The late afternoon sun was a smug presence, casting long shadows across the neatly trimmed lawn. Arthur was not amused. He'd just finished weeding his petunias – a task he grudgingly performed every other week – when Mrs. Gable, a woman whose cheerfulness was frankly irritating, waddled over.

“Arthur, dear! Lovely day, isn’t it?” she chirped, her face a sun-drenched smile. He grunted, adjusting his gardening gloves, the leather chafing at his already-tender palms.

"I was wondering," she continued, her voice like wind chimes, "If I might… well, use a small portion of your back yard for a little vegetable patch. Just a tiny corner, really." He stared at the well-manicured grass, imagining her unruly tomatoes and sprawling zucchini vines. A vein in his forehead throbbed.

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