The safe. The combination was the same as their anniversary. He should have known better, she thought, her lips pressed into a thin line. It was like a slap in the face. She hadn't even suspected.

The sheer audacity of it all was breathtaking. She felt her face flush. Her shoulders tensed.

She slammed the safe door shut. She needed air. Now. She stormed out the back door and into the garden, determined to yank out every last weed.

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