The aroma of freshly baked bread filled the air. She savored the scent as she settled onto her patio swing, eager to enjoy her solitude. A rap on the fence, and the silence shattered.

It was Sarah, from next door, waving a tray of muffins. "These are for you!" she chirped. She was just being friendly, she knew.

"That's very kind of you," she said, her voice neutral. She could feel a coldness spreading through her.

"Listen, while I have you, your yard is just perfect! I was considering growing some lavender along the fence. It's so pretty, you know? And the bees love it! It would look wonderful."

She stared at the perfectly formed muffins, her appetite suddenly gone. "I'll think about it," she said, before retreating back inside.

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