The aroma of freshly brewed coffee, usually a comfort, now felt cloying. He glanced out the window, anticipating the familiar peace of the morning. Then, there was a tentative knock at the front door.

It was Mr. Garcia, known for his relentless optimism and his habit of speaking at an annoyingly loud volume. "Good morning, Mr. Harrison! I was hoping I could use some space in your yard to build a small garden. You know, a bit of this and a bit of that."

He slowly exhaled, a visible puff of air. The pleasant morning now felt poisoned, tarnished by the prospect of someone else's mess and activity. He wished he could simply vanish.

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