"Unbelievable," Clara muttered, the word a low growl. She'd spent the entire day perfecting her signature lasagna, a dish she knew her friend adored. Now, it was just…there. A silent testament to a celebration that would never happen. She slammed the oven door shut with unnecessary force, the sudden bang reverberating through the kitchen. Her shoulders sagged. She felt a heat rising in her chest, a slow burn that had nothing to do with the oven's temperature. She walked into the living room and threw herself onto the sofa, avoiding the party supplies she had spent the day setting up.

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