The wind whipped through the branches of the ancient oak, scattering leaves across the meticulously raked lawn. He finally had everything just as he wanted it. A sharp, insistent knocking erupted from the front gate.

It was Brenda, from two houses down, her hands clasped in front of her. Her voice was breathy and high-pitched as she began.

"Oh, your lawn looks so lush! A testament to your excellent gardening skills, I must say!" She paused, her gaze drifting towards the empty space beside the rose bushes.

He straightened, his back aching slightly. He didn't want to hear it. He could feel the pulse in his temples start to quicken.

"I was wondering…" she started. "If I could perhaps..."

He cut her off before she could even finish her sentence. "I'm not interested." He shut the gate, feeling a small victory. Then he picked up his rake and went back to work.

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