The flyer, plastered crookedly onto the lobby door, practically vibrated with smugness. *Conversion to Condominiums! Opportunity Knocks!* Sarah crumpled it in her fist, the paper crackling like a dying fire. The building, with its perpetually flickering hallway lights and water stains on the ceiling of her bathroom, was hardly an opportunity. She stomped up the stairs, skipping the elevator that was always broken, her jaw tight. This meant a new mortgage, moving costs, and the endless parade of open houses. She could already picture the sleek, soulless renovations they’d inflict, replacing the chipped paint with something sterile and trendy.

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