The afternoon sun, usually a source of comfort, felt like a spotlight on every minor imperfection. The lawn needed mowing, the mail contained bills, and now this.

A hesitant knock at the door, followed by the appearance of Mr. Harrison, his face contorted in a nervous smile.

"Good afternoon, Mr. Davies. Listen, about that cherry tree on the line..." He trailed off, looking apologetic.

"What about it?" He didn't even try to soften his tone. He just wanted to be left in peace. The cherry tree was one of the few things he truly liked about his property.

Mr. Harrison fumbled with his hands, then mumbled something about "potential for damage."

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