The newspaper crinkled loudly as Sarah slammed it down on the kitchen table. The headline, in bold, stark letters, proclaimed the impending closure of "Mama Rosa's Trattoria." Her jaw tightened. She’d been planning a celebratory dinner there for weeks, a graduation feast for her niece. Now what?

She threw the paper aside, the flimsy material bouncing off the sugar bowl. A vein throbbed in her temple. She grabbed her phone and immediately texted her sister, a string of exclamation points punctuating the short message: "MAMA ROSA'S IS CLOSING! WHAT DO WE DO?!"

The kitchen clock ticked with an infuriating slowness. The smell of burnt toast suddenly filled the air. She’d forgotten the bread.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

This story is one of 1,000 stories generated for the emotion annoyed. 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 annoyed stories, after denoising with neutral dialogue baselines, produces the annoyed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the annoyed vector is projected through the unembedding matrix.

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224