The aroma of freshly cut grass, usually pleasant, was now a source of irritation. From her kitchen window, Susan watched Mr. Johnson, her neighbor, diligently mowing his lawn. He seemed to deliberately aim the mower towards the oak tree on the property line.

Then, the inevitable knock.

He stood there, a picture of false contrition. "Susan, that oak, it's a bit of a nuisance, isn't it? The leaves, the roots..." He was practically vibrating with anticipation.

She crossed her arms, a muscle twitching in her cheek. She wished he would just leave her alone. She hated this.

"I will look into it," she said, her voice laced with ice.

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