The text notification beeped, disrupting her carefully curated zen. Amelia scowled at the screen. Not even a text, but a friend request. *Michael Davies.* The name was enough to make her stomach turn over.

She tossed her phone across the bed, the action impulsive and almost childish. Her jaw was tight, and she could feel the familiar throb of a headache starting to build behind her eyes. She wanted to scream.

She got up and went to her bathroom, splashed cold water on her face, and stared at herself in the mirror. She clenched her fists. She was a grown woman. He was just a memory. She took a deep breath. She would not let this ruin her meditation session.

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