The silence of the evening was broken. It was a silence he carefully cultivated, a sanctuary. Then came the persistent tapping at the screen door. He sighed, the sound a gust of hot air.

Standing there was old Mrs. Peterson, a woman whose unsolicited advice was a constant source of aggravation. "Oh, Mr. Evans! Lovely roses you have. I was hoping I could plant some… well, a small bed of sunflowers in that patch you don't use."

His jaw clenched. The thought of her yellow monstrosities disrupting the symmetry of his carefully planned landscape filled him with a quiet rage. He didn't even reply, just stared.

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