The late afternoon sun cast long shadows across Mrs. Gable’s meticulously manicured lawn, and now this. A knock at the door, followed by Mr. Henderson’s cheerful, albeit overly loud, greeting. He stood there, a wide grin plastered on his face, gesturing towards the towering oak that straddled their property line. The nerve!

He began speaking about the "mess" the tree made, the leaves, the potential for damage to his roof. Amelia felt a tightening in her chest. She clasped her hands together, a sudden urge to grip something, anything, for stability.

“I’ve had a tree surgeon come out,” Mr. Henderson continued, oblivious. “He said it really needs to come down. I was hoping you'd agree.” Amelia stared at her feet, the edges of the bricks on her porch suddenly fascinating.

“I… I’ll have to think about it,” she managed, her voice barely a whisper. The smile on Mr. Henderson’s face didn't falter. She really needed him to leave.

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