"Unbelievable," Clara muttered, the word barely audible. She reread the message on her phone, the words swimming before her eyes. "Good luck with your future endeavors." A completely impersonal farewell. She tossed the phone onto the plush office carpet. She’d rearranged her entire schedule, prepared her own future, all based on the mentorship she was promised. A wave of bitter frustration washed over her. She paced the room, unable to settle. She snatched up a small decorative paperweight and hurled it into the wall.

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