"Uninspired? Uninspired!" Clara slammed the phone down, the receiver bouncing off the hardwood table. Her jaw was clenched so tight she felt a muscle spasm. She glared at the manuscript, its pristine cover now mocking her. She’d meticulously crafted every sentence, agonized over every comma. She paced the cramped living room, the Persian rug feeling suddenly scratchy under her bare feet. Why couldn't they see the story she had to tell? She picked up a decorative plate and flung it at the brick fireplace, it shattered into a million pieces.

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