The late afternoon sun cast long shadows across the freshly mowed lawn. Just as she was about to settle into her favorite reading chair on the porch, a tap-tap-tap shattered the peace. It was Mrs. Gable, beaming like she’d just won the lottery. "Oh, hello, dear! Such a lovely yard you have!"

Her jaw clenched. Lovely was the precise word to describe it. Lovely and *mine*. "Yes, Mrs. Gable?" she managed, her voice tight.

"I was wondering…" The woman gestured vaguely towards the edge of the property. "If I could perhaps use a small patch to grow some vegetables. Just a little corner. My yard gets no sunlight, you see." That damn yard of hers looked perfectly manicured, a testament to her passive-aggressive perfectionism.

He forced a smile. "I'll have to think about it. It's a lot of work maintaining the whole yard, you know." Her smile thinned slightly. "Of course. Well, just consider it, dear!"

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