The restaurant’s owner, Mr. Thompson, cautiously approached Chef Ingrid. “Ingrid, dear, the review…” he began, his voice trailing off. Ingrid cut him off with a curt wave. She paced, her high heels clicking loudly against the polished floor. She paused by the window, staring at the bustling street below, her arms crossed tightly. The critic had lambasted her dessert menu as "too sweet," a direct blow to the meticulous creations she crafted every day. She turned and strode back into the kitchen, the door slamming shut behind her.

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